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jph00/sweep.csv

Last active June 17, 2022 19:45
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fastai_timm wandb sweep results
Raw
sweep.csv
model_name learning_rate pool dataset GPU_mem error_rate valid_loss train_loss fit_time
efficientnetv2_rw_t 0.0001 concat pets 2.3203125 0.18335586786270142 0.5982086062431335 0.99508398771286 135.1381552380044
efficientnetv2_rw_s 0.0001 concat pets 3.146484375 0.1779431700706482 0.5593751072883606 0.8270677328109741 145.79841202299576
efficientnetv2_rw_m 0.0001 concat pets 5.56640625 0.15899866819381714 0.5119925141334534 0.7437679171562195 214.4970937330509
efficientnet_lite0 0.0001 concat pets 1.51953125 0.19418132305145264 0.6388306021690369 1.144728422164917 67.13226824696176
efficientnet_es_pruned 0.0001 concat pets 1.53515625 0.1637347936630249 0.5296803712844849 0.9239290952682496 69.60124204796739
efficientnet_es 0.0001 concat pets 1.53515625 0.1400541067123413 0.44839274883270264 0.8084487915039062 72.84359885391314
efficientnet_b0 0.0001 concat pets 1.666015625 0.19418132305145264 0.65826016664505 1.157211184501648 85.95306042104494
efficientnetv2_rw_t 0.0004 concat pets 2.3203125 0.11434370279312134 0.368522971868515 0.46736299991607666 140.38324614195153
efficientnetv2_rw_s 0.0004 concat pets 3.146484375 0.12516915798187256 0.3986563384532929 0.40621429681777954 143.76916687493213
efficientnetv2_rw_m 0.0004 concat pets 5.56640625 0.11163735389709473 0.3736787438392639 0.34679365158081055 216.24941870302428
efficientnet_lite0 0.0004 concat pets 1.51953125 0.141407310962677 0.4067006111145019 0.5331154465675354 67.7623622759711
efficientnet_es_pruned 0.0004 concat pets 1.533203125 0.09878212213516235 0.32611584663391113 0.4155123233795166 73.71611133799888
efficientnet_es 0.0004 concat pets 1.533203125 0.0953992009162904 0.2944488227367401 0.3206861913204193 71.95222061802633
efficientnet_b0 0.0004 concat pets 1.666015625 0.1244925856590271 0.38229110836982727 0.4640849530696869 89.70017810398713
efficientnetv2_rw_t 0.001 concat pets 2.318359375 0.11096078157424927 0.32860785722732544 0.3196050822734833 153.56963765795808
efficientnetv2_rw_s 0.001 concat pets 3.146484375 0.10757780075073242 0.34266066551208496 0.26219484210014343 161.08357870404143
efficientnetv2_rw_m 0.001 concat pets 0.13802433013916016 0.4623631536960602 0.4992106258869171
efficientnet_lite0 0.001 concat pets 1.51953125 0.11569690704345703 0.36810463666915894 0.34150928258895874 71.75497538305353
efficientnet_es_pruned 0.001 concat pets 1.533203125 0.08795672655105602 0.28194427490234375 0.2409069538116455 76.91320871503558
efficientnet_es 0.001 concat pets 1.533203125 0.08660352230072021 0.24920235574245453 0.2044454663991928 74.06514050799888
efficientnet_b0 0.001 concat pets 1.666015625 0.11163735389709473 0.34227970242500305 0.2523689270019531 89.11043388198595
efficientnetv2_rw_t 0.002 concat pets 2.3203125 0.09404599666595459 0.30366164445877075 0.22879113256931305 148.55676571896765
efficientnetv2_rw_s 0.002 concat pets 3.146484375 0.09607577323913563 0.33226919174194336 0.18377067148685455 153.76816029194742
efficientnetv2_rw_m 0.002 concat pets 5.56640625 0.10148847103118896 0.3464968204498291 0.18902720510959625 228.03309561603237
efficientnet_lite0 0.002 concat pets 1.51953125 0.10893100500106812 0.32292482256889343 0.2413647323846817 70.54549050005153
efficientnet_es_pruned 0.002 concat pets 1.533203125 0.0899864435195924 0.2678442895412445 0.17552007734775543 73.7875775070861
efficientnet_es 0.002 concat pets 1.533203125 0.08457374572753917 0.25968489050865173 0.16049490869045258 77.3583302659681
efficientnet_b0 0.002 concat pets 1.666015625 0.0967523455619812 0.28873759508132935 0.2084892839193344 88.48736203298904
efficientnetv2_rw_t 0.004 concat pets 2.3203125 0.08592694997787476 0.2787640690803528 0.18320174515247345 147.467018336989
efficientnetv2_rw_s 0.004 concat pets 3.146484375 0.08728009462356556 0.30400559306144714 0.15577830374240875 151.2891727630049
efficientnetv2_rw_m 0.004 concat pets 5.56640625 0.09066307544708241 0.32002025842666626 0.15468280017375946 224.1914128829958
efficientnet_lite0 0.004 concat pets 1.51953125 0.09336942434310924 0.2942643165588379 0.207314133644104 69.45162461395375
efficientnet_es_pruned 0.004 concat pets 1.533203125 0.08592694997787476 0.25844255089759827 0.1502434015274048 71.95253473403864
efficientnet_es 0.004 concat pets 1.533203125 0.0784844160079956 0.23968558013439176 0.1342546045780182 69.82263393304311
efficientnet_b0 0.004 concat pets 1.666015625 0.08660352230072021 0.2793896198272705 0.16503074765205383 87.88011374801863
efficientnetv2_rw_t 0.0001 concat planet 2.318359375 0.434705913066864 0.839245617389679 0.9764387607574464 30.048469239962287
efficientnetv2_rw_s 0.0001 concat planet 3.146484375 0.44235295057296753 0.7684967517852783 0.9657965898513794 27.60219334496651
efficientnetv2_rw_m 0.0001 concat planet 5.56640625 0.42617642879486084 0.7363139986991882 0.9551572203636168 39.08301993296482
efficientnet_lite0 0.0001 concat planet 1.51953125 0.41617655754089355 0.7329581379890442 0.963926374912262 21.146558985929005
efficientnet_es_pruned 0.0001 concat planet 1.533203125 0.4150000214576721 0.7292606830596924 0.9565845131874084 18.06882278295234
efficientnet_es 0.0001 concat planet 1.533203125 0.39617645740509033 0.6966786980628967 0.9457244277000428 20.82116093102377
efficientnet_b0 0.0001 concat planet 1.666015625 0.41647058725357056 0.7328341007232666 0.9448477029800416 23.027307044016197
efficientnetv2_rw_t 0.0004 concat planet 2.318359375 0.3776470422744751 0.6709273457527161 0.8686438202857971 28.61955035396386
efficientnetv2_rw_s 0.0004 concat planet 3.146484375 0.37088239192962646 0.6644140481948853 0.849162220954895 28.980316004017368
efficientnetv2_rw_m 0.0004 concat planet 5.56640625 0.36411768198013306 0.6596969366073608 0.8404693007469177 39.63437189196702
efficientnet_lite0 0.0004 concat planet 1.51953125 0.35411763191223145 0.6445655226707458 0.8560149073600769 17.888014734024182
efficientnet_es_pruned 0.0004 concat planet 1.533203125 0.3517646789550781 0.6508622169494629 0.8432552814483643 18.298154523945417
efficientnet_es 0.0004 concat planet 1.533203125 0.3388235569000244 0.6158151030540466 0.8338093161582947 20.49150717293378
efficientnet_b0 0.0004 concat planet 1.666015625 0.34470587968826294 0.632594108581543 0.8275017142295837 20.391994456993416
efficientnetv2_rw_t 0.001 concat planet 2.318359375 0.29264700412750244 0.6569225192070007 0.733371913433075 27.384840887971222
efficientnetv2_rw_s 0.001 concat planet 3.146484375 0.27882349491119385 0.5649458765983582 0.7255460023880005 29.887207710999064
efficientnetv2_rw_m 0.001 concat planet 5.56640625 0.26999998092651367 0.5559717416763306 0.722302258014679 37.854162257979624
efficientnet_lite0 0.001 concat planet 1.51953125 0.2867646813392639 0.5672106742858887 0.7377302646636963 19.053828345029615
efficientnet_es_pruned 0.001 concat planet 1.533203125 0.2614705562591553 0.5587805509567261 0.7200118899345398 19.561974716954865
efficientnet_es 0.001 concat planet 1.533203125 0.25676465034484863 0.5374947190284729 0.7090632319450378 17.932616665028036
efficientnet_b0 0.001 concat planet 1.666015625 0.2652941346168518 0.5482220649719238 0.7063968181610107 21.86681276897434
efficientnetv2_rw_t 0.002 concat planet 2.318359375 0.13499999046325684 0.5024583339691162 0.5536985397338867 31.15240213391371
efficientnetv2_rw_s 0.002 concat planet 3.146484375 0.15382355451583862 0.41916191577911377 0.5611156821250916 27.834631578996778
efficientnetv2_rw_m 0.002 concat planet 5.56640625 0.13735300302505493 0.4140953421592712 0.5552202463150024 38.429590156069025
efficientnet_lite0 0.002 concat planet 1.51953125 0.13558822870254517 0.4014129638671875 0.5602116584777832 20.25944385793991
efficientnet_es_pruned 0.002 concat planet 1.533203125 0.11823523044586182 0.39159539341926575 0.5551462173461914 17.64461855799891
efficientnet_es 0.002 concat planet 1.533203125 0.10470587015151978 0.3734949231147766 0.5433899164199829 19.615605561994016
efficientnet_b0 0.002 concat planet 1.666015625 0.10352945327758789 0.37227728962898254 0.5336083769798279 23.54939586191904
efficientnetv2_rw_t 0.004 concat planet 2.318359375 0.06499999761581421 0.18804985284805295 0.2798507809638977 26.676832012017258
efficientnetv2_rw_s 0.004 concat planet 3.146484375 0.06441175937652599 0.19053499400615692 0.28328052163124084 30.57618546392769
efficientnetv2_rw_m 0.004 concat planet 5.56640625 0.060000061988830566 0.1818828731775284 0.28270936012268066 37.001672595972195
efficientnet_lite0 0.004 concat planet 1.51953125 0.058529436588287354 0.1852511465549469 0.28927281498908997 16.381403103936464
efficientnet_es_pruned 0.004 concat planet 1.533203125 0.060882389545440785 0.17834840714931488 0.2771650552749634 20.518456934019923
efficientnet_es 0.004 concat planet 1.533203125 0.05676466226577759 0.16803230345249176 0.2758118212223053 17.470632430980913
efficientnet_b0 0.004 concat planet 1.666015625 0.05617642402648915 0.17372050881385803 0.25861480832099915 21.469526879955083
regnetz_e8 0.02 avg pets 7.423828125 0.0588633418083192 0.2304576188325882 0.07800807058811188 265.5930941410479
regnetz_e8 0.02 concat pets 7.44921875 0.06224626302719116 0.27241870760917664 0.061967480927705765 267.39749432198005
regnetz_e8 0.02 avg pets 7.443359375 0.052097439765930176 0.21826782822608948 0.06171073019504547 265.4148534560227
regnetz_e8 0.02 concat pets 7.46875 0.06562924385070801 0.2797684073448181 0.0699666440486908 266.94674266898073
regnetz_e8 0.02 avg pets 7.443359375 0.04871445894241322 0.20151923596858975 0.057550061494112015 263.8734312260058
regnetz_e8 0.02 concat pets 7.44921875 0.06224626302719116 0.2519264221191406 0.0492093525826931 270.9389160950086
regnetz_d8 0.02 avg pets 4.328125 0.05615699291229237 0.20480112731456757 0.08997791260480881 170.62661547696916
regnetz_d8 0.02 concat pets 4.341796875 0.0588633418083192 0.2604173421859741 0.08507240563631058 172.5649444939918
regnetz_d8 0.02 avg pets 4.328125 0.060893118381500244 0.23035529255867004 0.0880848839879036 171.28088266198756
regnetz_d8 0.02 concat pets 4.341796875 0.0575101375579834 0.2484324127435684 0.10054630786180496 170.9375784950098
regnetz_d8 0.02 avg pets 4.328125 0.06224626302719116 0.2323642075061798 0.07487605512142181 169.0314985010191
regnetz_d8 0.02 concat pets 4.341796875 0.05953991413116455 0.24967312812805176 0.07192440330982208 172.93102565599838
regnetz_d32 0.02 avg pets 4.35546875 0.052097439765930176 0.21494193375110623 0.0811377465724945 173.49374470300972
regnetz_d32 0.02 concat pets 4.369140625 0.05074423551559437 0.21253587305545807 0.07516702264547348 174.02368423203006
regnetz_d32 0.02 avg pets 4.35546875 0.05615699291229237 0.22694750130176544 0.07864871621131897 174.35934466699837
regnetz_d32 0.02 concat pets 4.369140625 0.05953991413116455 0.24175207316875455 0.08164530992507935 172.62260115001118
regnetz_d32 0.02 avg pets 4.35546875 0.0629228949546814 0.2615140378475189 0.07286463677883148 173.8214563530055
regnetz_d32 0.02 concat pets 4.369140625 0.05683356523513805 0.22789674997329712 0.07488787174224854 175.86369628703687
regnetz_c16 0.02 concat pets 3.158203125 0.060893118381500244 0.2299446314573288 0.0874200388789177 140.3333215629682
regnetz_c16 0.02 avg pets 3.1328125 0.06359946727752686 0.2455933690071106 0.10381092876195908 139.2738269250258
regnetz_c16 0.02 avg pets 3.1328125 0.0588633418083192 0.246902734041214 0.10380463302135468 143.48727088002488
regnetz_c16 0.02 concat pets 3.158203125 0.06224626302719116 0.23080576956272125 0.09451498091220856 140.43220458796714
regnetz_c16 0.02 avg pets 3.1328125 0.06427603960037243 0.2332978993654251 0.0925658568739891 140.68739854800515
regnetz_c16 0.02 concat pets 3.158203125 0.06698238849639881 0.2834619879722595 0.09815336018800735 141.52406069199787
regnetz_b16 0.02 avg pets 2.568359375 0.0771312713623048 NaN 0.1006798893213272 131.6180614969926
regnetz_b16 0.02 concat pets 2.576171875 0.07442492246627797 NaN 0.07916994392871857 133.2758476129966
regnetz_b16 0.02 avg pets 2.568359375 0.07307171821594238 1.2587429285049438 0.11409136652946472 135.13926406600513
regnetz_b16 0.02 concat pets 2.576171875 0.08525031805038441 3.5204501152038574 0.12010197341442108 131.04852473398205
regnetz_b16 0.02 avg pets 2.568359375 0.07442492246627797 0.2742893397808075 0.18768303096294403 133.764232629037
regnetz_b16 0.02 concat pets 2.576171875 0.06833559274673462 0.26678037643432617 0.10854707658290864 133.92916239600163
regnetz_040h 0.02 avg pets 4.6171875 0.05006766319274902 0.2038980573415756 0.06807906925678253 177.52602221997222
regnetz_040h 0.02 concat pets 4.63671875 0.05615699291229237 0.2099071443080902 0.08445419371128082 182.73464322497605
regnetz_040h 0.02 avg pets 4.6171875 0.055480360984802246 0.2296762615442276 0.07076631486415863 182.52143258001888
regnetz_040h 0.02 concat pets 4.63671875 0.06021648645401001 0.24703213572502136 0.06493699550628662 182.1259424919845
regnetz_040h 0.02 avg pets 4.6171875 0.053450584411621205 0.2513662576675415 0.08520707488059998 183.6691523780464
regnetz_040h 0.02 concat pets 4.63671875 0.058186709880828746 0.23783618211746216 0.09410468488931656 182.2552717909566
regnetz_040 0.02 avg pets 4.59765625 0.05615699291229237 0.21631816029548645 0.08071368932723999 181.7751929949736
regnetz_040 0.02 concat pets 4.59765625 0.06427603960037243 0.2718915641307831 0.08973219245672226 181.42508016800275
regnetz_040 0.02 avg pets 4.59765625 0.06359946727752686 0.2342461943626404 0.08230316638946533 180.86556796799417
regnetz_040 0.02 concat pets 4.59765625 0.052097439765930176 0.2226792871952057 0.09490112960338593 179.9440564349643
regnetz_040 0.02 avg pets 4.59765625 0.05683356523513805 0.24768798053264615 0.07205303758382797 180.4471861459897
regnetz_040 0.02 concat pets 4.59765625 0.05615699291229237 0.2290903776884079 0.08209468424320221 183.93772488698596
mobilevit_xxs 0.02 avg pets 1.154296875 0.0838971734046936 0.24484527111053467 0.26043155789375305 91.78275797102832
mobilevit_xxs 0.02 concat pets 1.15234375 0.07307171821594238 0.2501263916492462 0.252272367477417 94.65161463303956
mobilevit_xxs 0.02 avg pets 1.154296875 0.08051419258117676 0.24570728838443756 0.27123722434043884 96.059648733004
mobilevit_xxs 0.02 concat pets 1.15234375 0.08322054147720337 0.27556031942367554 0.26303282380104065 92.54940335801804
mobilevit_xxs 0.02 avg pets 1.154296875 0.08930987119674683 0.25477665662765503 0.26778534054756165 95.09452895895812
mobilevit_xxs 0.02 concat pets 1.15234375 0.09066307544708241 0.25980237126350403 0.21887649595737457 97.66266279103002
mobilevit_xs 0.02 avg pets 2.349609375 0.06495261192321777 0.22507350146770477 0.17638278007507324 98.75801077199868
mobilevit_xs 0.02 concat pets 2.361328125 0.07307171821594238 0.2568524181842804 0.15412446856498718 101.83441109000704
mobilevit_xs 0.02 avg pets 2.349609375 0.0629228949546814 0.2304033786058426 0.1940164417028427 102.63234762102364
mobilevit_xs 0.02 concat pets 2.361328125 0.07307171821594238 0.22970716655254364 0.16025713086128235 99.39489266002784
mobilevit_xs 0.02 avg pets 2.349609375 0.0717185139656068 0.2578028440475464 0.18163365125656128 100.70573903201148
mobilevit_xs 0.02 concat pets 2.361328125 0.06359946727752686 0.2331251800060272 0.1628098487854004 103.17259566602296
mobilevit_s 0.02 avg pets 2.8203125 0.058186709880828746 0.20450064539909363 0.11703593283891678 102.72561610804404
mobilevit_s 0.02 concat pets 2.78125 0.05412721633911122 0.23418773710727692 0.11807603389024734 105.33177713002078
mobilevit_s 0.02 avg pets 2.8203125 0.05074423551559437 0.21739530563354492 0.12250892072916032 106.7180703660124
mobilevit_s 0.02 concat pets 2.78125 0.06224626302719116 0.2554612457752228 0.110347680747509 103.14829244301654
mobilevit_s 0.02 avg pets 2.8203125 0.060893118381500244 0.25350308418273926 0.15063858032226562 104.60140778304776
mobilevit_s 0.02 concat pets 2.78125 0.06495261192321777 0.2422364205121994 0.11815577745437622 105.1536004980444
efficientnetv2_rw_t 0.02 avg pets 2.3203125 0.06562924385070801 0.2463388890028 0.09934206306934357 151.9831507479539
efficientnetv2_rw_t 0.02 concat pets 2.3203125 0.0717185139656068 0.27733656764030457 0.08580905944108963 153.33696942898678
efficientnetv2_rw_t 0.02 avg pets 2.3203125 0.05683356523513805 0.2548726499080658 0.11509700119495392 153.15452024299884
efficientnetv2_rw_t 0.02 concat pets 2.3203125 0.06698238849639881 0.2698019742965698 0.09570177644491196 152.6368773819995
efficientnetv2_rw_t 0.02 concat pets 2.3203125 0.06021648645401001 0.22897377610206604 0.0921315923333168 153.7937066440354
efficientnetv2_rw_t 0.02 avg pets 2.3203125 0.07239514589309681 0.2911810874938965 0.10520130395889282 153.47998998698313
efficientnetv2_rw_s 0.02 avg pets 3.1328125 0.06630581617355358 0.2707390785217285 0.11386394500732422 159.31186757201797
efficientnetv2_rw_s 0.02 concat pets 3.146484375 0.06224626302719116 0.2648739516735077 0.08317016810178757 160.25370653701248
efficientnetv2_rw_s 0.02 avg pets 3.11328125 0.06427603960037243 0.2670818567276001 0.09896264970302582 160.98956673196517
efficientnetv2_rw_s 0.02 concat pets 3.146484375 0.06698238849639881 0.2828328311443329 0.08017651736736298 156.36806346505182
efficientnetv2_rw_s 0.02 avg pets 3.1328125 0.06765902042388916 0.2907400131225586 0.09537943452596664 160.81238882400794
efficientnetv2_rw_s 0.02 concat pets 3.146484375 0.058186709880828746 0.25128427147865295 0.07828594744205475 160.75739276001696
efficientnetv2_rw_m 0.02 concat pets 5.56640625 0.06156969070434559 0.2797542214393616 0.05885996297001839 229.19526375603164
efficientnetv2_rw_m 0.02 avg pets 5.525390625 0.06698238849639881 0.29891496896743774 0.07498086988925934 226.6209214500268
efficientnetv2_rw_m 0.02 avg pets 5.525390625 0.0575101375579834 0.2994319796562195 0.0647045448422432 229.21790600701937
efficientnetv2_rw_m 0.02 concat pets 5.56640625 0.0629228949546814 0.26409485936164856 0.06345250457525253 226.65747793903577
efficientnetv2_rw_m 0.02 avg pets 5.525390625 0.07239514589309681 0.3182223439216614 0.07219470292329788 226.87105638498903
efficientnetv2_rw_m 0.02 concat pets 5.56640625 0.06495261192321777 0.2836497128009796 0.05896923318505287 230.88559234299464
convnext_tiny_in22k 0.02 avg pets 2.677734375 0.05615699291229237 0.23490096628665924 0.05826663225889206 97.50473207299363
convnext_tiny_in22k 0.02 concat pets 2.66015625 0.0588633418083192 0.21025969088077545 0.052682701498270035 97.6607688300428
convnext_tiny_in22k 0.02 avg pets 2.720703125 0.05615699291229237 0.20572414994239807 0.059337761253118515 96.88421597098932
convnext_tiny_in22k 0.02 concat pets 2.66015625 0.0588633418083192 0.23258790373802185 0.04842239618301392 94.55783775995953
convnext_tiny_in22k 0.02 avg pets 2.720703125 0.04736131429672241 0.1965055763721466 0.0457528680562973 98.01134637801442
convnext_tiny_in22k 0.02 concat pets 2.740234375 0.0575101375579834 0.23362235724925995 0.05081884562969208 98.37193947099148
convnext_small_in22k 0.02 avg pets 4.23046875 0.04871445894241322 0.22237057983875275 0.04566048830747605 142.88669905497227
convnext_small_in22k 0.02 concat pets 4.23046875 0.052097439765930176 0.21769627928733823 0.043772388249635696 145.69501589797437
convnext_small_in22k 0.02 avg pets 4.23046875 0.05683356523513805 0.2589672803878784 0.03493805229663849 145.30007938598283
convnext_small_in22k 0.02 concat pets 4.23046875 0.053450584411621205 0.25152823328971863 0.04562411457300186 143.0331444100011
convnext_small_in22k 0.02 avg pets 4.2109375 0.05683356523513805 0.2427932322025299 0.03698589280247688 143.65037602302618
convnext_small_in22k 0.02 concat pets 4.23046875 0.06021648645401001 0.24823828041553497 0.051561158150434494 144.3421424300177
convnext_large_in22k 0.02 avg pets 9.890625 0.049391090869903564 0.234747976064682 0.03235776349902153 288.56196675100364
convnext_large_in22k 0.02 concat pets 9.904296875 0.05142086744308483 0.28030824661254883 0.046634476631879807 288.74946921301307
convnext_large_in22k 0.02 avg pets 9.890625 0.04668468236923218 0.2621879577636719 0.024418126791715625 287.19854512199527
convnext_large_in22k 0.02 concat pets 9.904296875 0.04533153772354115 0.2526455819606781 0.030678119510412216 288.4006696760189
convnext_large_in22k 0.02 avg pets 9.93359375 0.04668468236923218 0.2304909825325012 0.025748522952198986 286.39838685299037
convnext_large_in22k 0.02 concat pets 9.904296875 0.04600811004638683 0.24666546285152435 0.041196633130311966 291.17298473702976
convnext_base_in22k 0.02 avg pets 5.87109375 0.04871445894241322 0.23784992098808289 0.04066355153918266 178.8063996139681
convnext_base_in22k 0.02 concat pets 5.87109375 0.052774012088775635 0.2577407658100128 0.040001824498176575 182.0796561900061
convnext_base_in22k 0.02 avg pets 5.890625 0.04736131429672241 0.25213274359703064 0.029655762016773224 180.8796462090104
convnext_base_in22k 0.02 concat pets 5.890625 0.043301761150359996 0.1777142882347107 0.034748125821352005 180.7517816250329
convnext_base_in22k 0.02 avg pets 5.87109375 0.04736131429672241 0.2526107430458069 0.03366054967045784 180.8480599449831
convnext_base_in22k 0.02 concat pets 5.890625 0.0446549654006958 0.2359599173069 0.03847245126962662 185.15274313202823
swinv2_cr_tiny_ns_224 0.02 avg pets 3.3828125 0.05412721633911122 0.20264272391796112 0.050061240792274475 131.7241793560097
swinv2_cr_tiny_ns_224 0.02 concat pets 3.330078125 0.052774012088775635 0.20989073812961576 0.05114564672112465 132.8007950729807
swinv2_cr_tiny_ns_224 0.02 avg pets 3.302734375 0.0575101375579834 0.23225955665111545 0.06000170111656189 132.26374216697877
swinv2_cr_tiny_ns_224 0.02 concat pets 3.330078125 0.052774012088775635 0.2133575975894928 0.05338937789201737 129.43536768300692
swinv2_cr_tiny_ns_224 0.02 avg pets 3.302734375 0.05006766319274902 0.2142815142869949 0.047448769211769104 132.73678788397228
swinv2_cr_tiny_ns_224 0.02 concat pets 3.330078125 0.05953991413116455 0.20431892573833463 0.04891907051205635 133.48023854300845
swinv2_cr_small_ns_224 0.02 avg pets 5.380859375 0.05480378866195679 0.1888185292482376 0.04426399618387222 207.32255783997243
swinv2_cr_small_ns_224 0.02 concat pets 5.384765625 0.049391090869903564 0.2013021558523178 0.0385916493833065 204.6186042209738
swinv2_cr_small_ns_224 0.02 avg pets 5.380859375 0.05615699291229237 0.2129749059677124 0.05482813343405723 206.58505287702428
swinv2_cr_small_ns_224 0.02 concat pets 5.384765625 0.04533153772354115 0.16859495639801023 0.044597577303647995 204.76317914098036
swinv2_cr_small_ns_224 0.02 avg pets 5.396484375 0.04736131429672241 0.1846294552087784 0.04522912576794624 206.38828283100156
swinv2_cr_small_ns_224 0.02 concat pets 5.384765625 0.043978333473205566 0.1792217642068863 0.04429944232106209 207.85243746399647
swinv2_cr_small_224 0.02 avg pets 5.32421875 0.05074423551559437 0.23622596263885495 0.03962237015366554 204.7977628610097
swinv2_cr_small_224 0.02 concat pets 5.310546875 0.053450584411621205 0.22665035724639893 0.03902345150709152 206.46118671697332
swinv2_cr_small_224 0.02 avg pets 5.30078125 0.052774012088775635 0.227867990732193 0.04600031301379204 207.542758694035
swinv2_cr_small_224 0.02 concat pets 5.310546875 0.058186709880828746 0.22300828993320465 0.03606070950627327 205.62487455300288
swinv2_cr_small_224 0.02 avg pets 5.30078125 0.05412721633911122 0.2285117655992508 0.03924635797739029 207.15350411599505
swinv2_cr_small_224 0.02 concat pets 5.310546875 0.052774012088775635 0.21404387056827545 0.03634354844689369 207.9393319109804
swin_tiny_patch4_window7_224 0.02 avg pets 2.81640625 0.052774012088775635 0.1863621324300766 0.10574579238891602 107.88747098500608
swin_tiny_patch4_window7_224 0.02 concat pets 2.81640625 0.04803788661956798 0.1887631118297577 0.11008457094430923 108.90123302396388
swin_tiny_patch4_window7_224 0.02 avg pets 2.796875 0.052097439765930176 0.19869351387023929 0.08465340733528137 109.72023958404316
swin_tiny_patch4_window7_224 0.02 concat pets 2.81640625 0.05142086744308483 0.2025554925203323 0.10056373476982115 107.69216116401368
swin_tiny_patch4_window7_224 0.02 avg pets 2.796875 0.04803788661956798 0.1814781278371811 0.08437154442071915 108.9023395240074
swin_tiny_patch4_window7_224 0.02 concat pets 2.796875 0.052097439765930176 0.20327438414096832 0.09605074673891068 109.7497845219914
swin_small_patch4_window7_224 0.02 avg pets 4.486328125 0.041948556900024414 0.18965283036231995 0.07250631600618362 164.51974873896688
swin_small_patch4_window7_224 0.02 concat pets 4.486328125 0.049391090869903564 0.1942729353904724 0.06668354570865631 165.3246296949801
swin_small_patch4_window7_224 0.02 avg pets 4.517578125 0.05142086744308483 0.25299587845802307 0.05923551321029663 166.34590228099842
swin_small_patch4_window7_224 0.02 concat pets 4.486328125 0.04668468236923218 0.213754341006279 0.06761495023965836 164.57298034895211
swin_small_patch4_window7_224 0.02 avg pets 4.486328125 0.05006766319274902 0.20282216370105743 0.05577924847602844 165.92232613294618
swin_small_patch4_window7_224 0.02 concat pets 4.517578125 0.052774012088775635 0.2246752381324768 0.06634045392274857 166.7144696339965
swin_s3_tiny_224 0.02 avg pets 3.126953125 0.041948556900024414 0.19558720290660855 0.07726435363292694 114.10911905195098
swin_s3_tiny_224 0.02 concat pets 3.126953125 0.04533153772354115 0.19673894345760343 0.08724082261323929 114.6010481849662
swin_s3_tiny_224 0.02 avg pets 3.126953125 0.04803788661956798 0.19801557064056396 0.08013609051704407 115.88841683301143
swin_s3_tiny_224 0.02 concat pets 3.126953125 0.053450584411621205 0.22163958847522736 0.07571636885404587 112.71078926802149
swin_s3_tiny_224 0.02 avg pets 3.126953125 0.04533153772354115 0.17763659358024597 0.08296158909797668 115.63149882201104
swin_s3_tiny_224 0.02 concat pets 3.126953125 0.0446549654006958 0.21835164725780487 0.08493469655513763 114.70172897202428
swin_s3_small_224 0.02 concat pets 6.25 0.04533153772354115 0.2023518979549408 0.04560717195272446 201.5040822330047
swin_s3_small_224 0.02 avg pets 6.25390625 0.043978333473205566 0.1992659568786621 0.04216759651899338 199.85319996002363
swin_s3_small_224 0.02 avg pets 6.25390625 0.04600811004638683 0.20632682740688324 0.038909662514925 200.85146411001915
swin_s3_small_224 0.02 concat pets 6.25390625 0.05006766319274902 0.18978722393512729 0.04196834564208984 197.57776981400093
swin_s3_small_224 0.02 avg pets 6.25390625 0.041271984577178955 0.21674403548240664 0.040523238480091095 202.08129095000913
swin_s3_small_224 0.02 concat pets 6.25 0.05006766319274902 0.22970956563949585 0.04588628187775612 201.32129383599383
swin_s3_base_224 0.02 avg pets 7.8828125 0.041948556900024414 0.26066744327545166 0.04088764265179634 249.15547185501785
swin_s3_base_224 0.02 concat pets 7.873046875 0.04533153772354115 0.1938534528017044 0.06030118837952614 256.4586800230318
swin_s3_base_224 0.02 avg pets 7.8828125 0.04871445894241322 0.22911354899406433 0.0470770075917244 253.5708632330061
swin_s3_base_224 0.02 concat pets 7.8828125 0.04600811004638683 0.20164236426353457 0.05275220796465874 248.17078953096643
swin_s3_base_224 0.02 avg pets 7.8828125 0.0446549654006958 0.17339766025543213 0.048202034085989 253.3540042989771
swin_s3_base_224 0.02 concat pets 7.8828125 0.0446549654006958 0.20664028823375705 0.049170926213264465 252.75032082299003
swin_large_patch4_window7_224_in22k 0.02 avg pets 10.44140625 0.053450584411621205 0.2431845664978027 0.0482308529317379 323.99158242502017
swin_large_patch4_window7_224_in22k 0.02 concat pets 10.45703125 0.05074423551559437 0.24298349022865295 0.042307738214731216 325.3053892889875
swin_large_patch4_window7_224_in22k 0.02 avg pets 10.45703125 0.0446549654006958 0.21570061147212985 0.05033276602625847 324.13927169900853
swin_large_patch4_window7_224_in22k 0.02 concat pets 10.45703125 0.052097439765930176 0.22089992463588717 0.04327969253063202 327.8324600170017
swin_large_patch4_window7_224_in22k 0.02 avg pets 10.44140625 0.04668468236923218 0.23782317340373993 0.05276668816804886 325.05617891298607
swin_large_patch4_window7_224_in22k 0.02 concat pets 10.45703125 0.04600811004638683 0.22690176963806152 0.040735479444265366 323.83915707701817
swin_large_patch4_window7_224 0.02 avg pets 10.44140625 0.03721243143081676 0.2143678367137909 0.04024964198470116 325.5197680669953
swin_large_patch4_window7_224 0.02 concat pets 10.45703125 0.0446549654006958 0.19681523740291595 0.049091633409261703 325.47591999097494
swin_large_patch4_window7_224 0.02 avg pets 10.45703125 0.052774012088775635 0.23542219400405884 0.06528706103563309 324.48947902699
swin_large_patch4_window7_224 0.02 concat pets 10.44140625 0.05683356523513805 0.22979067265987396 0.05205978825688362 324.4789533910225
swin_large_patch4_window7_224 0.02 avg pets 10.45703125 0.04871445894241322 0.22734858095645905 0.049518659710884094 326.2433557129698
swin_large_patch4_window7_224 0.02 concat pets 10.45703125 0.043978333473205566 0.2076316624879837 0.0504114143550396 323.5580588890007
swin_base_patch4_window7_224_in22k 0.02 avg pets 6.294921875 0.05480378866195679 0.22794270515441897 0.0718272253870964 203.61367892101407
swin_base_patch4_window7_224_in22k 0.02 concat pets 6.283203125 0.052097439765930176 0.20181071758270264 0.06228703632950783 206.228200395999
swin_base_patch4_window7_224_in22k 0.02 avg pets 6.294921875 0.052774012088775635 0.19108779728412628 0.05563865602016449 206.4071241780184
swin_base_patch4_window7_224_in22k 0.02 concat pets 6.283203125 0.052774012088775635 0.22054490447044373 0.06935302168130875 206.7580460209865
swin_base_patch4_window7_224_in22k 0.02 avg pets 6.283203125 0.05142086744308483 0.22638191282749176 0.06998338550329208 205.9923927420168
swin_base_patch4_window7_224_in22k 0.02 concat pets 6.283203125 0.04600811004638683 0.1801678091287613 0.06549777090549469 206.83162274200004
swin_base_patch4_window7_224 0.02 avg pets 6.294921875 0.052097439765930176 0.22006022930145264 0.062080781906843185 207.57240377902053
swin_base_patch4_window7_224 0.02 concat pets 6.283203125 0.04803788661956798 0.21506744623184204 0.06493313610553741 206.4640797660104
swin_base_patch4_window7_224 0.02 avg pets 6.283203125 0.05074423551559437 0.20173697173595428 0.06437218189239502 207.2480560890399
swin_base_patch4_window7_224 0.02 concat pets 6.283203125 0.04533153772354115 0.19762460887432096 0.06182363256812096 206.455675737001
swin_base_patch4_window7_224 0.02 avg pets 6.294921875 0.043978333473205566 0.16736118495464325 0.059892334043979645 206.18754459900083
swin_base_patch4_window7_224 0.02 concat pets 6.294921875 0.043978333473205566 0.2080773562192917 0.05921078845858574 207.87535185698653
vit_tiny_r_s16_p8_224 0.02 avg pets 0.78515625 0.09945875406265259 0.3586483597755432 0.14483433961868286 74.70087301195599
vit_tiny_r_s16_p8_224 0.02 concat pets 0.78515625 0.08795672655105602 0.3397543132305145 0.14493006467819214 75.64587992895395
vit_tiny_r_s16_p8_224 0.02 avg pets 0.78515625 0.08660352230072021 0.32200413942337036 0.1288863718509674 76.72209363104776
vit_tiny_r_s16_p8_224 0.02 concat pets 0.78515625 0.08930987119674683 0.2951381206512451 0.15133950114250183 75.88838782801758
vit_tiny_r_s16_p8_224 0.02 avg pets 0.78515625 0.08728009462356556 0.33255669474601746 0.19395393133163452 74.19583989004605
vit_tiny_r_s16_p8_224 0.02 concat pets 0.78515625 0.08525031805038441 0.3010031282901764 0.14219798147678375 77.35974480002187
vit_tiny_patch16_224 0.02 avg pets 1.07421875 0.07510149478912365 0.28157755732536316 0.14588910341262817 70.37489166698651
vit_tiny_patch16_224 0.02 concat pets 1.07421875 0.07307171821594238 0.2697952091693878 0.14981475472450256 74.6133724009851
vit_tiny_patch16_224 0.02 avg pets 1.07421875 0.07239514589309681 0.28089407086372375 0.15105584263801575 75.46529671398457
vit_tiny_patch16_224 0.02 concat pets 1.07421875 0.06901216506957997 0.2530149817466736 0.1479109674692154 71.40707524097525
vit_tiny_patch16_224 0.02 avg pets 1.07421875 0.06562924385070801 0.2303148657083511 0.1574079394340515 74.81933823000873
vit_tiny_patch16_224 0.02 concat pets 1.07421875 0.07983762025833119 0.2872345745563507 0.14242185652256012 76.07607812300557
vit_small_r26_s32_224 0.02 avg pets 3.3671875 0.058186709880828746 0.24630624055862427 0.05928494781255722 112.03992023604224
vit_small_r26_s32_224 0.02 avg pets 3.3671875 0.058186709880828746 0.28217267990112305 0.06490486115217209 113.31919649400515
vit_small_r26_s32_224 0.02 concat pets 3.3671875 0.05615699291229237 0.2269361913204193 0.06563649326562881 112.506944076973
vit_small_r26_s32_224 0.02 concat pets 3.3671875 0.05953991413116455 0.2616269588470459 0.062108635902404785 109.61045967700193
vit_small_r26_s32_224 0.02 avg pets 3.3671875 0.058186709880828746 0.2761695384979248 0.054909847676754 111.44978110201193
vit_small_r26_s32_224 0.02 concat pets 3.3671875 0.053450584411621205 0.2255488485097885 0.04392815753817558 112.1531109070056
vit_small_patch32_224 0.02 avg pets 0.775390625 0.09336942434310924 0.35318517684936523 0.1237594708800316 68.4788694360177
vit_small_patch32_224 0.02 concat pets 0.775390625 0.09269285202026356 0.34012389183044434 0.13858789205551147 71.054267650994
vit_small_patch32_224 0.02 avg pets 0.775390625 0.08254396915435802 0.30555203557014465 0.1280701458454132 72.58056959998794
vit_small_patch32_224 0.02 concat pets 0.775390625 0.09336942434310924 0.3239063024520874 0.1487380415201187 68.54823555698385
vit_small_patch32_224 0.02 avg pets 0.775390625 0.08525031805038441 0.2947542071342468 0.1502915918827057 71.35635759000434
vit_small_patch32_224 0.02 concat pets 0.775390625 0.08930987119674683 0.33605971932411194 0.13240671157836914 73.08247352897888
vit_small_patch16_224 0.02 avg pets 2.111328125 0.058186709880828746 0.24170418083667755 0.07409835606813431 80.73951682000188
vit_small_patch16_224 0.02 concat pets 2.111328125 0.058186709880828746 0.25605085492134094 0.07320266216993332 84.92229551298078
vit_small_patch16_224 0.02 avg pets 2.12109375 0.06427603960037243 0.26082155108451843 0.09219707548618317 85.05054564599413
vit_small_patch16_224 0.02 concat pets 2.111328125 0.0575101375579834 0.2355104684829712 0.07311642169952393 83.17432544199983
vit_small_patch16_224 0.02 avg pets 2.12109375 0.06495261192321777 0.2563575506210327 0.08279534429311752 84.72160374204395
vit_small_patch16_224 0.02 concat pets 2.111328125 0.06156969070434559 0.2565435767173767 0.09434548765420914 85.13401848799549
vit_base_patch32_224_sam 0.02 avg pets 2.759765625 0.0838971734046936 0.4045244455337525 0.08830323815345764 73.8435106400284
vit_base_patch32_224_sam 0.02 concat pets 2.759765625 0.09472256898880005 0.4013042449951172 0.08632928878068924 76.07418069697451
vit_base_patch32_224_sam 0.02 avg pets 2.759765625 0.0771312713623048 0.3273683488368988 0.07775191962718964 77.28305735299364
vit_base_patch32_224_sam 0.02 concat pets 2.759765625 0.08795672655105602 0.3828226625919342 0.05955664440989494 72.4865543350461
vit_base_patch32_224_sam 0.02 avg pets 2.759765625 0.08660352230072021 0.3845541477203369 0.05798140913248062 75.19069403095637
vit_base_patch32_224_sam 0.02 concat pets 2.759765625 0.0899864435195924 0.3997710347175598 0.07301004976034164 77.4455014000414
vit_base_patch32_224 0.02 avg pets 2.759765625 0.08254396915435802 0.33271923661231995 0.0731012374162674 74.95667131600203
vit_base_patch32_224 0.02 avg pets 2.740234375 0.08322054147720337 0.31752562522888184 0.08400283008813858 76.29229951900197
vit_base_patch32_224 0.02 concat pets 2.759765625 0.06833559274673462 0.25711148977279663 0.08184702694416046 76.2623368340428
vit_base_patch32_224 0.02 concat pets 2.759765625 0.0784844160079956 0.30132830142974854 0.07082752138376236 72.87590981600806
vit_base_patch32_224 0.02 avg pets 2.759765625 0.0717185139656068 0.3061172068119049 0.07791566848754883 75.73665644798893
vit_base_patch32_224 0.02 concat pets 2.759765625 0.08186739683151245 0.318142831325531 0.07225639373064041 75.99961586500285
vit_base_patch16_224_sam 0.02 avg pets 4.853515625 0.058186709880828746 0.2690736651420593 0.033742088824510574 151.12837271101307
vit_base_patch16_224_sam 0.02 concat pets 4.853515625 0.05006766319274902 0.28808194398880005 0.03617428243160248 154.90523874299834
vit_base_patch16_224_sam 0.02 avg pets 4.853515625 0.060893118381500244 0.27136123180389404 0.043744269758462906 157.36524043802638
vit_base_patch16_224_sam 0.02 concat pets 4.853515625 0.04871445894241322 0.2833540141582489 0.04996543377637863 151.03867040103069
vit_base_patch16_224_sam 0.02 avg pets 4.853515625 0.05142086744308483 0.23606343567371368 0.03547089919447899 156.57212171604624
vit_base_patch16_224_sam 0.02 concat pets 4.853515625 0.04600811004638683 0.2412518858909607 0.04275449365377426 153.78442921797978
vit_base_patch16_224_miil 0.02 avg pets 4.853515625 0.05953991413116455 0.2802411913871765 0.041388679295778275 149.38574980996782
vit_base_patch16_224_miil 0.02 concat pets 4.853515625 0.052774012088775635 0.238776296377182 0.03791574016213417 151.8329524740111
vit_base_patch16_224_miil 0.02 avg pets 4.833984375 0.05412721633911122 0.2790932357311249 0.05080356076359749 151.434818736976
vit_base_patch16_224_miil 0.02 concat pets 4.833984375 0.05480378866195679 0.2771783173084259 0.04515352472662926 150.46740344702266
vit_base_patch16_224_miil 0.02 avg pets 4.833984375 0.04871445894241322 0.22840571403503415 0.0508735328912735 152.10961242899066
vit_base_patch16_224_miil 0.02 concat pets 4.853515625 0.05074423551559437 0.23588021099567413 0.04478799179196358 151.23711888096295
vit_base_patch16_224 0.02 avg pets 4.8515625 0.0717185139656068 0.28672611713409424 0.07010135054588318 153.7152604570147
vit_base_patch16_224 0.02 concat pets 4.8515625 0.0717185139656068 0.26621365547180176 0.062338050454854965 154.9336854990106
vit_base_patch16_224 0.02 avg pets 4.8515625 0.06901216506957997 0.2789544463157654 0.06844080984592438 154.88964470202336
vit_base_patch16_224 0.02 concat pets 4.8515625 0.06495261192321777 0.2687610387802124 0.057889506220817566 154.1454214359983
vit_base_patch16_224 0.02 concat pets 4.833984375 0.06630581617355358 0.25052621960639954 0.07042185962200165 156.9277483060141
vit_base_patch16_224 0.02 avg pets 4.8515625 0.06224626302719116 0.2454335391521454 0.06497678905725479 153.4518374169711
resnetv2_50x1_bit_distilled 0.02 avg pets 3.892578125 0.052097439765930176 0.21827183663845065 0.07364196330308914 106.85498661000749
resnetv2_50x1_bit_distilled 0.02 concat pets 3.923828125 0.05615699291229237 0.2284701317548752 0.05887077376246452 108.51151862699771
resnetv2_50x1_bit_distilled 0.02 avg pets 3.892578125 0.058186709880828746 0.22754055261611936 0.07530075311660767 109.04683227400528
resnetv2_50x1_bit_distilled 0.02 concat pets 3.923828125 0.052097439765930176 0.2405717372894287 0.0745883584022522 105.9521724379738
resnetv2_50x1_bit_distilled 0.02 avg pets 3.892578125 0.0575101375579834 0.258053183555603 0.07228624075651169 107.6672481970163
resnetv2_50x1_bit_distilled 0.02 concat pets 3.923828125 0.05074423551559437 0.23957595229148865 0.08138586580753326 109.81505072303116
resnetv2_50 0.02 concat pets 1.763671875 0.08051419258117676 0.24773414433002472 0.17977675795555115 88.24443135800539
resnetv2_50 0.02 avg pets 1.697265625 0.07510149478912365 0.2421722561120987 0.20505616068840027 86.3767180829891
resnetv2_50 0.02 avg pets 1.697265625 0.0784844160079956 0.2533480226993561 0.19988444447517395 87.45069347502431
resnetv2_50 0.02 concat pets 1.779296875 0.08051419258117676 0.26625242829322815 0.17656531929969788 85.62701687199296
resnetv2_50 0.02 avg pets 1.697265625 0.07916104793548584 0.23527103662490845 0.17995646595954895 87.849235888978
resnetv2_50 0.02 concat pets 1.779296875 0.07442492246627797 0.25210803747177124 0.17292213439941406 89.15342823998071
resnetv2_101 0.02 avg pets 2.7265625 0.075778067111969 0.2676254212856293 0.16972069442272186 129.28431518696016
resnetv2_101 0.02 concat pets 2.732421875 0.07104194164276123 0.28065726161003113 0.17717230319976807 132.04541775700636
resnetv2_101 0.02 avg pets 2.7109375 0.075778067111969 0.2759977877140045 0.18633989989757535 133.94969180197222
resnetv2_101 0.02 concat pets 2.716796875 0.07307171821594238 0.27644145488739014 0.1685454398393631 131.072062540974
resnetv2_101 0.02 avg pets 2.7109375 0.07036536931991577 0.25489526987075806 0.1852848380804062 131.92989831400337
resnetv2_101 0.02 concat pets 2.732421875 0.07374829053878784 0.2540680766105652 0.16474425792694092 134.3879497849848
resnetrs50 0.02 avg pets 2.419921875 0.05142086744308483 0.20687343180179596 0.08405675739049911 110.42403862404171
resnetrs50 0.02 avg pets 2.419921875 0.05006766319274902 0.20447708666324615 0.06485943496227264 114.19803994899848
resnetrs50 0.02 concat pets 2.4453125 0.05142086744308483 0.22995850443840027 0.06829554587602615 114.54689392098226
resnetrs50 0.02 concat pets 2.4453125 0.05683356523513805 0.2251623421907425 0.05706010013818741 112.0941902140039
resnetrs50 0.02 avg pets 2.419921875 0.0588633418083192 0.22596396505832672 0.06647217273712158 114.10807140695395
resnetrs50 0.02 concat pets 2.4453125 0.052774012088775635 0.2177763879299164 0.05917184799909592 115.12632718798704
resnetblur50 0.02 avg pets 2.1953125 0.0717185139656068 0.25723934173583984 0.09047765284776688 96.59833326900844
resnetblur50 0.02 concat pets 2.232421875 0.06630581617355358 0.26638180017471313 0.07678227871656418 99.88127597398125
resnetblur50 0.02 avg pets 2.1953125 0.06833559274673462 0.2595294117927551 0.08407200872898102 100.3868064119597
resnetblur50 0.02 concat pets 2.208984375 0.06901216506957997 0.25495317578315735 0.07083090394735336 98.9681389600155
resnetblur50 0.02 avg pets 2.21875 0.0771312713623048 0.2529313266277313 0.0903613343834877 100.10200033098226
resnetblur50 0.02 concat pets 2.208984375 0.06562924385070801 0.24985185265541077 0.06265465915203094 99.75241284299408
resnet50_gn 0.02 avg pets 4.140625 0.052774012088775635 0.20583464205265045 0.05793904885649681 111.09388954099268
resnet50_gn 0.02 concat pets 4.169921875 0.052774012088775635 0.23486238718032837 0.07878050953149796 113.93012328096664
resnet50_gn 0.02 avg pets 4.140625 0.05412721633911122 0.1898210346698761 0.07305926084518433 115.25533126102528
resnet50_gn 0.02 concat pets 4.169921875 0.053450584411621205 0.1987163871526718 0.06614938378334045 114.43018142704386
resnet50_gn 0.02 concat pets 4.169921875 0.05412721633911122 0.2074815332889557 0.07164118438959122 115.808715422987
resnet50_gn 0.02 avg pets 4.140625 0.049391090869903564 0.1992522031068802 0.0930946171283722 115.57584401103668
resnet50d 0.02 avg pets 2.037109375 0.06698238849639881 0.30497661232948303 0.08703049272298813 93.1013140240102
resnet50d 0.02 concat pets 2.037109375 0.0575101375579834 0.27813562750816345 0.10326817631721497 97.24921392800752
resnet50d 0.02 avg pets 2.037109375 0.055480360984802246 0.2536856234073639 0.07857684791088104 97.57227627199607
resnet50d 0.02 concat pets 2.037109375 0.0588633418083192 0.265067458152771 0.0898469090461731 93.52780483395328
resnet50d 0.02 avg pets 2.037109375 0.06562924385070801 0.2565203905105591 0.09098077565431596 95.35556084796552
resnet50d 0.02 concat pets 2.037109375 0.06156969070434559 0.2757609784603119 0.08784502744674683 97.69174742599716
resnet50 0.02 avg pets 1.84765625 0.07239514589309681 0.2442137449979782 0.17985954880714417 86.83967336296337
resnet50 0.02 concat pets 1.85546875 0.08728009462356556 0.5643301606178284 0.16900379955768585 90.70496631402057
resnet50 0.02 avg pets 1.84765625 0.08119082450866699 0.27586108446121216 0.19324776530265808 90.96250019100262
resnet50 0.02 avg pets 1.8671875 0.08051419258117676 0.3117956519126892 0.22011010348796844 89.40646399196703
resnet50 0.02 concat pets 1.85546875 0.08457374572753917 0.3303082585334778 0.17407913506031036 89.46227697102586
resnet50 0.02 concat pets 1.85546875 0.08051419258117676 0.33600521087646484 0.14840468764305115 92.1220147970016
resnet34d 0.02 avg pets 1.056640625 0.07374829053878784 0.2932973802089691 0.13704124093055725 71.63126915198518
resnet34d 0.02 concat pets 1.05859375 0.07036536931991577 0.2663085162639618 0.11735215783119202 73.6276093259803
resnet34d 0.02 avg pets 1.056640625 0.07104194164276123 0.2600647211074829 0.11183542758226396 74.99783344694879
resnet34d 0.02 concat pets 1.05859375 0.07104194164276123 0.2710384130477905 0.1134197637438774 71.77733056800207
resnet34d 0.02 avg pets 1.056640625 0.07442492246627797 0.27739205956459045 0.12643329799175262 73.4503597880248
resnet34d 0.02 concat pets 1.05859375 0.08051419258117676 0.2914925813674927 0.10440155863761902 74.39738789899275
resnet34 0.02 avg pets 0.951171875 0.07645463943481445 0.25600528717041016 0.11681656539440156 68.19101754802978
resnet34 0.02 concat pets 0.966796875 0.07510149478912365 0.2715834081172943 0.10904862731695177 71.12424435903085
resnet34 0.02 avg pets 0.951171875 0.07036536931991577 0.24825799465179443 0.08298565447330475 71.3884295290336
resnet34 0.02 concat pets 0.966796875 0.075778067111969 0.25287601351737976 0.10102716833353044 67.51869677897776
resnet34 0.02 avg pets 0.96484375 0.08051419258117676 0.3053837716579437 0.11146003007888794 70.83161537104752
resnet34 0.02 concat pets 0.966796875 0.07510149478912365 0.26806771755218506 0.08716992288827896 70.72831656201743
resnet26d 0.02 avg pets 1.466796875 0.06698238849639881 0.2652997672557831 0.0780796930193901 69.66183582297526
resnet26d 0.02 concat pets 1.412109375 0.06698238849639881 0.2664049565792084 0.06980568915605545 73.5433929360006
resnet26d 0.02 avg pets 1.466796875 0.06021648645401001 0.23700764775276184 0.09179501235485076 73.41810956300469
resnet26d 0.02 concat pets 1.412109375 0.07374829053878784 0.2676571011543274 0.06453152745962143 69.52018491597846
resnet26d 0.02 concat pets 1.412109375 0.07239514589309681 0.25857803225517273 0.07895100116729736 72.47972924099304
resnet26d 0.02 avg pets 1.466796875 0.0717185139656068 0.2446766495704651 0.07647378742694855 72.17897866701242
resnet26 0.02 concat pets 1.291015625 0.07510149478912365 0.2846584618091583 0.06940446048974991 66.73893231101101
resnet26 0.02 avg pets 1.291015625 0.0771312713623048 0.2802196443080902 0.08543899655342102 64.44177346501965
resnet26 0.02 avg pets 1.291015625 0.07239514589309681 0.2812364101409912 0.08957874774932861 67.75318386300933
resnet26 0.02 concat pets 1.291015625 0.08254396915435802 0.2889743745326996 0.08402177691459656 64.3980961269699
resnet26 0.02 avg pets 1.291015625 0.06765902042388916 0.237273633480072 0.09608428180217744 66.15245590399718
resnet26 0.02 concat pets 1.291015625 0.07036536931991577 0.24580533802509308 0.08334877341985703 67.77421823196346
resnet18d 0.02 avg pets 0.7734375 0.09472256898880005 0.3313711881637573 0.17241095006465912 54.88541379297385
resnet18d 0.02 concat pets 0.76953125 0.08592694997787476 0.282946914434433 0.17874661087989807 57.58804149198113
resnet18d 0.02 avg pets 0.7734375 0.09269285202026356 0.30092915892601013 0.18418346345424652 58.78522547299508
resnet18d 0.02 concat pets 0.76953125 0.08863329887390137 0.30598193407058716 0.1599287390708923 53.41355074098101
resnet18d 0.02 avg pets 0.7734375 0.08930987119674683 0.2894704341888428 0.1724638193845749 55.681194638018496
resnet18d 0.02 concat pets 0.76953125 0.08592694997787476 0.28261178731918335 0.1516968160867691 56.80171954998514
resnet18 0.02 avg pets 0.642578125 0.09066307544708241 0.3045330345630646 0.11407344788312912 55.356723640987184
resnet18 0.02 concat pets 0.634765625 0.0784844160079956 0.31848394870758057 0.09920673072338104 56.115505995985586
resnet18 0.02 avg pets 0.642578125 0.08525031805038441 0.33206912875175476 0.10022535920143127 56.925292281026486
resnet18 0.02 concat pets 0.634765625 0.08186739683151245 0.3349973261356354 0.09162795543670654 54.42464131297311
resnet18 0.02 avg pets 0.642578125 0.08863329887390137 0.33856797218322754 0.11933870613574982 56.21125874097925
resnet18 0.02 concat pets 0.634765625 0.08930987119674683 0.3383430540561676 0.09664634615182877 56.67451150697889
resnet152 0.02 avg pets 3.876953125 0.0575101375579834 0.23592956364154816 0.11478974670171738 178.05023195099784
resnet152 0.02 concat pets 3.875 0.06021648645401001 0.2307625114917755 0.1014547273516655 180.8478015459841
resnet152 0.02 avg pets 3.85546875 0.05615699291229237 0.25337013602256775 0.13827475905418396 180.7790995410178
resnet152 0.02 avg pets 3.876953125 0.058186709880828746 0.23779040575027463 0.127055823802948 181.85278752399608
resnet152 0.02 concat pets 3.875 0.052774012088775635 0.22871609032154083 0.12484703958034515 179.67839497502428
resnet152 0.02 concat pets 3.890625 0.05953991413116455 0.24645473062992096 0.11516629904508592 181.7269021370448
resnet101 0.02 avg pets 2.8203125 0.0629228949546814 0.23675058782100675 0.14265286922454834 129.06840408500284
resnet101 0.02 concat pets 2.845703125 0.06495261192321777 0.24192485213279724 0.15230391919612885 133.79523255501408
resnet101 0.02 avg pets 2.8046875 0.06495261192321777 0.2339739203453064 0.15673726797103882 134.26582342997426
resnet101 0.02 concat pets 2.845703125 0.06968879699707042 0.622117817401886 0.13967518508434296 130.60588041797746
resnet101 0.02 avg pets 2.8203125 0.06427603960037243 0.21651580929756165 0.1632509082555771 133.34438855800545
resnet101 0.02 concat pets 2.845703125 0.06968879699707042 0.24528422951698303 0.16980668902397156 134.88322841504123
regnety_120 0.02 avg pets 4.083984375 0.05412721633911122 0.23873917758464813 0.03512478992342949 211.75315433798824
regnety_120 0.02 concat pets 4.13671875 0.04736131429672241 0.21975702047348025 0.052137210965156555 212.25282679102384
regnety_120 0.02 avg pets 4.083984375 0.06021648645401001 0.2438305914402008 0.05784711614251137 212.18317059398396
regnety_120 0.02 concat pets 4.13671875 0.0575101375579834 0.2172134816646576 0.049424655735492706 215.3050406660186
regnety_120 0.02 concat pets 4.16015625 0.06021648645401001 0.28553807735443115 0.06483470648527145 214.93021074595163
regnety_120 0.02 avg pets 4.083984375 0.052097439765930176 0.2308058887720108 0.05663946643471718 211.65947925799992
regnety_016 0.02 avg pets 1.615234375 0.060893118381500244 0.24757258594036105 0.09375696629285812 141.75407926097978
regnety_016 0.02 concat pets 1.615234375 0.06562924385070801 0.27137455344200134 0.0943630114197731 143.8609748519957
regnety_016 0.02 avg pets 1.615234375 0.0588633418083192 0.2368316501379013 0.08654849231243134 145.61145948199555
regnety_016 0.02 concat pets 1.615234375 0.06021648645401001 0.2368987649679184 0.0958113744854927 142.22221238201018
regnety_016 0.02 avg pets 1.615234375 0.055480360984802246 0.2406265884637833 0.07878457754850388 144.0245105259819
regnety_016 0.02 concat pets 1.615234375 0.058186709880828746 0.24089151620864868 0.09610942006111144 144.33290221297648
regnety_008 0.02 avg pets 1.044921875 0.07239514589309681 0.26431185007095337 0.1431909054517746 97.4114785050042
regnety_008 0.02 concat pets 1.052734375 0.07036536931991577 0.24686995148658752 0.09686042368412018 99.03654480603292
regnety_008 0.02 avg pets 1.044921875 0.075778067111969 0.2711496651172638 0.1095024272799492 100.09349939902312
regnety_008 0.02 concat pets 1.052734375 0.06495261192321777 0.264107346534729 0.12696652114391327 95.73834415600868
regnety_008 0.02 avg pets 1.044921875 0.06630581617355358 0.26788797974586487 0.11482185125350952 97.48636987496866
regnety_008 0.02 concat pets 1.052734375 0.06833559274673462 0.26490455865859985 0.08967224508523941 99.48975811398122
regnety_006 0.02 concat pets 0.9140625 0.06968879699707042 0.2389562875032425 0.10509363561868668 98.58387400198262
regnety_006 0.02 avg pets 0.9140625 0.06901216506957997 0.2450679242610931 0.12798890471458435 97.31215159298154
regnety_006 0.02 avg pets 0.9140625 0.052097439765930176 0.2243283838033676 0.1341920793056488 98.08307211397914
regnety_006 0.02 concat pets 0.9140625 0.06495261192321777 0.24606505036354065 0.12280531227588654 96.03309352998622
regnety_006 0.02 avg pets 0.9140625 0.0784844160079956 0.2637038230895996 0.1287381500005722 98.87974606902571
regnety_006 0.02 concat pets 0.9140625 0.06630581617355358 0.26372116804122925 0.12691278755664823 99.86524700495649
regnety_004 0.02 concat pets 0.853515625 0.07780784368515004 0.28584522008895874 0.16757936775684357 100.4678323099506
regnety_004 0.02 avg pets 0.837890625 0.06968879699707042 0.2606801688671112 0.1701238602399826 98.97976935101906
regnety_004 0.02 avg pets 0.837890625 0.08186739683151245 0.28200313448905945 0.16390018165111542 102.71039506100352
regnety_004 0.02 concat pets 0.853515625 0.07983762025833119 0.29106318950653076 0.17551283538341522 100.88757509598508
regnety_004 0.02 avg pets 0.837890625 0.0771312713623048 0.27224263548851013 0.1591179519891739 100.9873935150099
regnety_004 0.02 concat pets 0.853515625 0.08457374572753917 0.31412193179130554 0.1657264232635498 100.7780977130169
regnety_002 0.02 concat pets 0.490234375 0.09066307544708241 0.30434277653694153 0.19546149671077728 88.88662216300145
regnety_002 0.02 avg pets 0.494140625 0.10013532638549805 0.3104553520679474 0.24615801870822904 88.9807739169919
regnety_002 0.02 avg pets 0.494140625 0.09607577323913563 0.32644209265708923 0.23307260870933533 89.72999838698888
regnety_002 0.02 concat pets 0.490234375 0.10148847103118896 0.3102506697177887 0.21230871975421903 88.90512301202398
regnety_002 0.02 avg pets 0.494140625 0.10013532638549805 0.3059723675251007 0.2504807114601135 88.91161721304525
regnety_002 0.02 concat pets 0.490234375 0.09810554981231678 0.31026726961135864 0.2009790986776352 89.68480697600171
regnetx_160 0.02 avg pets 4.515625 0.06630581617355358 0.24212245643138883 0.048118460923433304 217.5377513889689
regnetx_160 0.02 concat pets 4.515625 0.06427603960037243 0.2559202313423157 0.04810681939125061 222.5072834540042
regnetx_160 0.02 avg pets 4.515625 0.060893118381500244 0.23530830442905423 0.05107490345835686 220.25779288099147
regnetx_160 0.02 concat pets 4.515625 0.05615699291229237 0.24174712598323825 0.04785849526524544 219.00160559202777
regnetx_160 0.02 avg pets 4.515625 0.05683356523513805 0.2414986193180084 0.04583435878157616 219.34639461600457
regnetx_160 0.02 concat pets 4.515625 0.06427603960037243 0.24156655371189115 0.055964674800634384 220.51119212899357
regnetx_120 0.02 avg pets 3.671875 0.055480360984802246 0.2643287479877472 0.060790054500103 195.36701263900613
regnetx_120 0.02 concat pets 3.70703125 0.05615699291229237 0.2712146043777466 0.04796301946043968 199.0294469340006
regnetx_120 0.02 avg pets 3.671875 0.0588633418083192 0.2798251211643219 0.05526648089289665 196.6317895019893
regnetx_120 0.02 concat pets 3.70703125 0.05953991413116455 0.2428007870912552 0.057276662439107895 196.60451790405205
regnetx_120 0.02 avg pets 3.671875 0.05142086744308483 0.21105411648750305 0.05633578822016716 198.11971754702972
regnetx_120 0.02 concat pets 3.70703125 0.05142086744308483 0.24175763130187988 0.04182280972599983 197.65444530901732
regnetx_080 0.02 avg pets 2.564453125 0.06562924385070801 0.26268425583839417 0.0644841194152832 132.70900555001572
regnetx_080 0.02 concat pets 2.615234375 0.06630581617355358 0.3019070029258728 0.05517685040831566 136.76775553100742
regnetx_080 0.02 avg pets 2.564453125 0.06156969070434559 0.24244964122772217 0.061831388622522354 136.1713694439968
regnetx_080 0.02 concat pets 2.615234375 0.05683356523513805 0.2422892302274704 0.04692073166370392 133.17011022102088
regnetx_080 0.02 avg pets 2.564453125 0.055480360984802246 0.23842252790927887 0.05287684127688408 134.11123109102482
regnetx_080 0.02 concat pets 2.615234375 0.05953991413116455 0.23195815086364743 0.06323666870594025 135.9428789659869
regnetx_064 0.02 avg pets 2.853515625 0.06021648645401001 0.26602742075920105 0.05799517408013344 151.50010247301543
regnetx_064 0.02 concat pets 2.767578125 0.05615699291229237 0.23920871317386627 0.0477367639541626 152.65857650601538
regnetx_064 0.02 avg pets 2.853515625 0.06359946727752686 0.28764235973358154 0.06819133460521698 152.2681121409987
regnetx_064 0.02 concat pets 2.767578125 0.06156969070434559 0.26058435440063477 0.07460810989141464 153.5207269990351
regnetx_064 0.02 avg pets 2.853515625 0.058186709880828746 0.2584006190299988 0.06543750315904617 152.10557445004815
regnetx_064 0.02 concat pets 2.767578125 0.0575101375579834 0.26319751143455505 0.05011214315891266 153.8348977860296
regnetx_040 0.02 avg pets 2.083984375 0.06562924385070801 0.27867868542671204 0.07185149937868118 132.3514909829828
regnetx_040 0.02 concat pets 2.091796875 0.05683356523513805 0.24749818444252017 0.06449782103300095 132.40646836499218
regnetx_040 0.02 avg pets 2.083984375 0.0629228949546814 0.26124313473701477 0.0731402263045311 132.34251557197422
regnetx_040 0.02 concat pets 2.091796875 0.06359946727752686 0.2763475477695465 0.05675560608506203 130.11056236701552
regnetx_040 0.02 avg pets 2.083984375 0.06698238849639881 0.2694453299045563 0.057775866240262985 132.02214180695591
regnetx_040 0.02 concat pets 2.091796875 0.05412721633911122 0.24483951926231384 0.07507377862930298 132.1702153600054
regnetx_032 0.02 avg pets 2.16796875 0.06021648645401001 0.2724551856517792 0.083482526242733 127.81415208999532
regnetx_032 0.02 concat pets 2.16796875 0.053450584411621205 0.23985624313354492 0.06595756858587265 130.16934053000296
regnetx_032 0.02 avg pets 2.16796875 0.052097439765930176 0.25557568669319153 0.06640809029340744 127.19883792998736
regnetx_032 0.02 avg pets 2.16796875 0.05683356523513805 0.2522839605808258 0.053163107484579086 128.5759461009875
regnetx_032 0.02 concat pets 2.16796875 0.06224626302719116 0.2634606957435608 0.08531505614519119 129.38381603796734
regnetx_032 0.02 concat pets 2.16796875 0.053450584411621205 0.25211769342422485 0.06889478117227554 129.63049697998213
regnetx_016 0.02 concat pets 1.369140625 0.06562924385070801 0.2909718155860901 0.08378370851278305 93.31391293398336
regnetx_016 0.02 avg pets 1.369140625 0.07307171821594238 0.29775258898735046 0.09781714528799056 93.6587973840069
regnetx_016 0.02 avg pets 1.369140625 0.06427603960037243 0.2740412950515747 0.09824451059103012 94.40996834094403
regnetx_016 0.02 concat pets 1.369140625 0.06156969070434559 0.2888258993625641 0.07261177152395248 93.3423083589878
regnetx_016 0.02 avg pets 1.369140625 0.06224626302719116 0.2449626326560974 0.107280895113945 93.39994404400932
regnetx_016 0.02 concat pets 1.369140625 0.06901216506957997 0.2470051646232605 0.07624000310897827 94.22358738299226
regnetx_008 0.02 avg pets 0.9765625 0.07239514589309681 0.27117517590522766 0.12474166601896286 85.18144882598426
regnetx_008 0.02 concat pets 0.9765625 0.0771312713623048 0.2963102459907532 0.10478891432285307 85.7881079390063
regnetx_008 0.02 avg pets 0.9765625 0.0784844160079956 0.2686847150325775 0.13139761984348297 86.58400365995476
regnetx_008 0.02 concat pets 0.9765625 0.075778067111969 0.25444495677948 0.10419484972953796 85.94271928304806
regnetx_008 0.02 avg pets 0.9765625 0.07036536931991577 0.24287167191505432 0.1340070515871048 84.37981937499717
regnetx_008 0.02 concat pets 0.9765625 0.08322054147720337 0.2700011432170868 0.09948711097240448 86.14727522904286
regnetx_006 0.02 avg pets 0.76171875 0.07442492246627797 0.2870301604270935 0.1397261768579483 80.21533591602929
regnetx_006 0.02 concat pets 0.73046875 0.07645463943481445 0.2653759717941284 0.13990455865859985 80.51813699898776
regnetx_006 0.02 avg pets 0.76171875 0.08186739683151245 0.2775743305683136 0.13444770872592926 82.53012977703474
regnetx_006 0.02 concat pets 0.73046875 0.07239514589309681 0.28654375672340393 0.1453876793384552 81.63586108799791
regnetx_006 0.02 avg pets 0.76171875 0.07374829053878784 0.26735830307006836 0.14559978246688843 82.35729090200039
regnetx_006 0.02 concat pets 0.73046875 0.07442492246627797 0.2889944314956665 0.12447533756494522 82.23025454301387
regnetx_004 0.02 concat pets 0.611328125 0.08592694997787476 0.32282766699790955 0.1647370159626007 94.0537084650132
regnetx_004 0.02 avg pets 0.60546875 0.08525031805038441 0.29161715507507324 0.16704954206943512 93.5527615629835
regnetx_004 0.02 avg pets 0.60546875 0.09269285202026356 0.30859339237213135 0.18299008905887604 93.81846135295928
regnetx_004 0.02 concat pets 0.611328125 0.08592694997787476 0.3342128098011017 0.1679907739162445 95.29501369904028
regnetx_004 0.02 avg pets 0.60546875 0.07983762025833119 0.3130219280719757 0.18327248096466064 94.8399999999674
regnetx_004 0.02 concat pets 0.611328125 0.0771312713623048 0.31078559160232544 0.1567886620759964 95.4455566490069
regnetx_002 0.02 concat pets 0.462890625 0.09404599666595459 0.30274268984794617 0.22868196666240692 74.3588053539861
regnetx_002 0.02 avg pets 0.466796875 0.10148847103118896 0.3089926540851593 0.2703542709350586 74.10563566198107
regnetx_002 0.02 avg pets 0.466796875 0.09607577323913563 0.3223705589771271 0.2687624394893646 73.46436855598586
regnetx_002 0.02 concat pets 0.462890625 0.09269285202026356 0.294102281332016 0.2414594143629074 70.58437871397473
regnetx_002 0.02 avg pets 0.466796875 0.0967523455619812 0.3059457540512085 0.29081758856773376 75.1092409620178
regnetx_002 0.02 concat pets 0.462890625 0.09607577323913563 0.33291348814964294 0.24215000867843628 75.00563690502895
levit_384 0.02 avg pets 1.69921875 0.05412721633911122 0.26508787274360657 0.09314911812543868 90.41630565101514
levit_384 0.02 concat pets 1.71875 0.055480360984802246 0.2703108489513397 0.10487157106399536 92.07096746203024
levit_384 0.02 avg pets 1.71875 0.05412721633911122 0.23693880438804624 0.09935776889324188 92.70235362800304
levit_384 0.02 concat pets 1.71875 0.05615699291229237 0.2878359854221344 0.08918149769306183 91.20363437302876
levit_384 0.02 avg pets 1.71875 0.060893118381500244 0.28991976380348206 0.08962909132242203 91.156035092019
levit_384 0.02 concat pets 1.71875 0.0575101375579834 0.2594737410545349 0.09922803193330763 91.84923768998124
levit_256 0.02 concat pets 1.037109375 0.07374829053878784 0.3765027225017547 0.16086982190608978 88.38558970100712
levit_256 0.02 avg pets 1.03125 0.060893118381500244 0.27276766300201416 0.15054023265838623 87.81702218099963
levit_256 0.02 avg pets 1.037109375 0.06765902042388916 0.339363157749176 0.15607792139053345 88.26511146896519
levit_256 0.02 avg pets 1.03125 0.05615699291229237 0.2383173406124115 0.17665782570838928 86.89271599199856
levit_256 0.02 concat pets 1.03125 0.07307171821594238 0.5465173125267029 0.16044574975967407 86.11394327197922
levit_256 0.02 concat pets 1.03125 0.07104194164276123 NaN 0.15807417035102844 88.25119795900537
levit_192 0.02 avg pets 0.78125 0.06765902042388916 0.23436109721660617 0.18686209619045255 86.88317163102329
levit_192 0.02 avg pets 0.78125 0.06968879699707042 0.43381059169769287 0.19264672696590424 87.88537343899952
levit_192 0.02 concat pets 0.78125 0.075778067111969 0.26111018657684326 0.21725255250930783 87.1205098599894
levit_192 0.02 concat pets 0.78125 0.060893118381500244 0.23062936961650848 0.2045203149318695 85.73628066998208
levit_192 0.02 avg pets 0.78125 0.06765902042388916 0.24391119182109833 0.215651273727417 87.1354584210203
levit_192 0.02 concat pets 0.78125 0.06968879699707042 0.2633366286754608 0.23186500370502472 87.4772430069861
levit_128s 0.02 avg pets 0.4921875 0.11840325593948364 1.2254962921142578 0.35474199056625366 76.54684133199044
levit_128s 0.02 concat pets 0.4921875 0.11975640058517456 0.7368780374526978 0.37915459275245667 76.79660695500206
levit_128s 0.02 avg pets 0.4921875 0.09336942434310924 0.3479714095592499 0.29824018478393555 76.94629104202613
levit_128s 0.02 concat pets 0.4921875 0.09269285202026356 0.3051111102104187 0.29302069544792175 73.47088469204027
levit_128s 0.02 avg pets 0.4921875 0.09472256898880005 0.3542567193508148 0.2964060604572296 78.155930857989
levit_128s 0.02 concat pets 0.4921875 0.10419487953186035 0.6160249710083008 0.2937619388103485 78.16235626197886
levit_128 0.02 avg pets 0.650390625 0.0838971734046936 0.8855302333831787 0.2547498047351837 84.08793362800498
levit_128 0.02 concat pets 0.650390625 0.09336942434310924 0.3040418326854706 0.2669684588909149 87.2481187749654
levit_128 0.02 avg pets 0.650390625 0.08592694997787476 0.9585484862327576 0.25179871916770935 88.77685024996754
levit_128 0.02 concat pets 0.650390625 0.08322054147720337 2.823338270187378 0.23385357856750488 86.79119543900015
levit_128 0.02 avg pets 0.650390625 0.08119082450866699 NaN 0.25031429529190063 88.63990038796328
levit_128 0.02 concat pets 0.650390625 0.07780784368515004 0.27424296736717224 0.24734364449977875 90.23390975804068
efficientnet_lite0 0.02 avg pets 1.494140625 0.09066307544708241 0.2799716591835022 0.15743836760520935 75.63630253699375
efficientnet_lite0 0.02 concat pets 1.51953125 0.08254396915435802 0.2691272795200348 0.15731236338615415 77.14226810698165
efficientnet_lite0 0.02 avg pets 1.494140625 0.0899864435195924 0.2840251922607422 0.17237649857997894 78.55005975003587
efficientnet_lite0 0.02 concat pets 1.51953125 0.0838971734046936 0.298592209815979 0.16632431745529175 74.97829065402038
efficientnet_lite0 0.02 avg pets 1.494140625 0.08930987119674683 0.29604724049568176 0.1674618124961853 77.29530515702209
efficientnet_lite0 0.02 concat pets 1.51953125 0.08457374572753917 0.2976945638656616 0.15446805953979492 78.4488015769748
efficientnet_es_pruned 0.02 avg pets 1.509765625 0.07442492246627797 0.2584116458892822 0.13436542451381683 79.90235434198985
efficientnet_es_pruned 0.02 concat pets 1.53515625 0.07442492246627797 0.28097525238990784 0.12190625071525574 80.29540555697167
efficientnet_es_pruned 0.02 avg pets 1.509765625 0.07239514589309681 0.27688515186309814 0.1293046623468399 80.31615089997649
efficientnet_es_pruned 0.02 concat pets 1.533203125 0.06630581617355358 0.26783883571624756 0.1353190392255783 78.63716049602954
efficientnet_es_pruned 0.02 avg pets 1.509765625 0.06968879699707042 0.2563152313232422 0.1445353776216507 80.54163208400132
efficientnet_es_pruned 0.02 concat pets 1.533203125 0.06968879699707042 0.261834055185318 0.14107538759708405 81.24624013603898
efficientnet_es 0.02 avg pets 1.509765625 0.06765902042388916 0.24672894179821017 0.13125912845134735 79.06439452100312
efficientnet_es 0.02 concat pets 1.53515625 0.06901216506957997 0.24669693410396576 0.11060060560703278 80.2655471820035
efficientnet_es 0.02 avg pets 1.509765625 0.06698238849639881 0.23784632980823517 0.13294300436973572 79.88299877301324
efficientnet_es 0.02 concat pets 1.533203125 0.06630581617355358 0.23681293427944183 0.11215157061815262 78.09063357498962
efficientnet_es 0.02 avg pets 1.5078125 0.06698238849639881 0.2399081587791443 0.13560079038143158 80.68647412001155
efficientnet_es 0.02 concat pets 1.533203125 0.06901216506957997 0.22657552361488345 0.09175464510917664 81.16165211296175
efficientnet_b0 0.02 avg pets 1.66015625 0.07442492246627797 0.2330475747585297 0.11184805631637572 95.3893570410437
efficientnet_b0 0.02 concat pets 1.666015625 0.07510149478912365 0.2620067894458771 0.12035419046878816 96.0999144059606
efficientnet_b0 0.02 avg pets 1.66015625 0.07442492246627797 0.2630930244922638 0.12447066605091096 96.3033211430302
efficientnet_b0 0.02 concat pets 1.666015625 0.07645463943481445 0.2761360704898834 0.11191312968730928 93.01898486999562
efficientnet_b0 0.02 avg pets 1.66015625 0.07239514589309681 0.2668758034706116 0.145940899848938 96.15104900399456
efficientnet_b0 0.02 concat pets 1.666015625 0.08119082450866699 0.2641165852546692 0.1324952244758606 97.55224368302152
convnext_tiny_hnf 0.02 avg pets 2.99609375 0.052097439765930176 0.18920640647411344 0.03938993439078331 103.52961916400818
convnext_tiny_hnf 0.02 concat pets 2.990234375 0.049391090869903564 0.18715985119342804 0.023943185806274418 107.61748250201344
convnext_tiny_hnf 0.02 avg pets 2.9765625 0.058186709880828746 0.240678608417511 0.033105626702308655 107.0941942979698
convnext_tiny_hnf 0.02 concat pets 2.970703125 0.0575101375579834 0.23667041957378387 0.03579165041446686 104.11521088599692
convnext_tiny_hnf 0.02 avg pets 2.99609375 0.053450584411621205 0.19198794662952423 0.02957327850162983 105.4211606149911
convnext_tiny_hnf 0.02 concat pets 2.970703125 0.052774012088775635 0.20816244184970856 0.03807056322693825 107.12624597601824
convnext_tiny 0.02 avg pets 2.720703125 0.0575101375579834 0.2604946196079254 0.05015011504292488 94.34176398301496
convnext_tiny 0.02 concat pets 2.66015625 0.05006766319274902 0.24386662244796753 0.032299261540174484 95.79573377396446
convnext_tiny 0.02 avg pets 2.720703125 0.052097439765930176 0.24628402292728424 0.046856705099344254 97.08222082903376
convnext_tiny 0.02 concat pets 2.66015625 0.04803788661956798 0.25015315413475037 0.05228490009903908 94.95403726899532
convnext_tiny 0.02 avg pets 2.677734375 0.04736131429672241 0.23461593687534332 0.05586211010813713 97.66384021798147
convnext_tiny 0.02 concat pets 2.740234375 0.04871445894241322 0.2390259951353073 0.056188102811574936 97.09721369401086
convnext_small 0.02 avg pets 4.2109375 0.052774012088775635 0.2512158751487732 0.039962369948625565 144.38933923398145
convnext_small 0.02 concat pets 4.2109375 0.049391090869903564 0.2181832939386368 0.040123384445905685 145.8815014300053
convnext_small 0.02 avg pets 4.2109375 0.04803788661956798 0.21326711773872375 0.028788959607481956 147.3441625860287
convnext_small 0.02 concat pets 4.23046875 0.04871445894241322 0.23631298542022705 0.035521604120731354 143.44051257398678
convnext_small 0.02 avg pets 4.2109375 0.04533153772354115 0.24284769594669345 0.035411834716796875 146.23916462698253
convnext_small 0.02 concat pets 4.2109375 0.0588633418083192 0.27330559492111206 0.037256766110658646 146.48854719905648
convnext_base 0.02 avg pets 5.87109375 0.041948556900024414 0.21688102185726169 0.04591827839612961 180.4793265510234
convnext_base 0.02 concat pets 5.890625 0.04600811004638683 0.222476527094841 0.04525838419795036 180.8384762450005
convnext_base 0.02 avg pets 5.890625 0.04871445894241322 0.2385468482971191 0.02251952327787876 182.03843292797683
convnext_base 0.02 concat pets 5.890625 0.04668468236923218 0.2405948042869568 0.05143987014889717 180.0687724300078
convnext_base 0.02 avg pets 5.890625 0.04803788661956798 0.2724752724170685 0.04059230163693428 180.79137878899928
convnext_base 0.02 concat pets 5.890625 0.049391090869903564 0.2472525984048843 0.02559024654328823 182.249846154009
regnetz_e8 0.02 avg planet 7.443359375 0.05529409646987915 0.15994781255722046 0.0922996774315834 46.099700329999905
regnetz_e8 0.02 concat planet 7.46875 0.05411773920059204 0.14841224253177643 0.10850997269153596 49.53309376304969
regnetz_e8 0.02 avg planet 7.443359375 0.057647109031677246 0.16498315334320068 0.0967671349644661 49.805446932965424
regnetz_e8 0.02 concat planet 7.46875 0.049117565155029186 0.14040113985538483 0.118877574801445 46.88568642002065
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mobilevit_xxs 0.02 avg planet 1.154296875 0.04676467180252075 0.1349663287401199 0.1215878501534462 25.073202419967856
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swin_tiny_patch4_window7_224 0.02 avg planet 2.81640625 0.03676468133926403 0.11608723551034927 0.12713439762592316 27.276266632950865
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swin_small_patch4_window7_224 0.02 concat planet 4.517578125 0.035588204860687145 0.10632183402776718 0.1153530329465866 34.27300651895348
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swin_s3_tiny_224 0.02 avg planet 3.126953125 0.03999990224838257 0.10688059777021408 0.12086594849824904 28.55654257402057
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swin_s3_small_224 0.02 avg planet 6.25390625 0.03676468133926403 0.11127573996782304 0.10771775990724564 40.35623674397357
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swin_s3_base_224 0.02 avg planet 7.8828125 0.03941178321838379 0.11492890119552612 0.11696142703294754 47.427917877968866
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levit_256 0.02 avg planet 1.03515625 0.06558823585510243 0.27395099401474 0.1835976243019104 22.53157533099875
levit_256 0.02 concat planet 1.03125 0.058235347270965576 NaN 0.16767917573451996 23.20257852197392
levit_256 0.02 avg planet 1.029296875 0.05441176891326904 NaN 0.17839743196964264 24.48136956099188
levit_256 0.02 concat planet 1.03515625 0.05705881118774403 NaN 0.17854876816272736 23.55132341902936
levit_256 0.02 concat planet 1.03515625 0.06029421091079723 NaN 0.17009945213794708 24.224532762018494
levit_256 0.02 avg planet 1.03515625 0.06176477670669556 NaN 0.1682260036468506 23.675342061033007
levit_192 0.02 avg planet 0.78125 0.06352943181991577 NaN 0.17444056272506714 22.649895092996303
levit_192 0.02 concat planet 0.78125 0.060588300228118785 NaN 0.167948916554451 23.589979851036333
levit_192 0.02 avg planet 0.78125 0.06441187858581543 NaN 0.1801191419363022 24.69337335799355
levit_192 0.02 concat planet 0.78125 0.06470596790313721 NaN 0.17234183847904205 23.025455117982347
levit_192 0.02 avg planet 0.78125 0.058235347270965576 NaN 0.16294945776462555 23.85326939501101
levit_192 0.02 concat planet 0.78125 0.061764657497406006 NaN 0.1734611690044403 24.371181255963165
levit_128s 0.02 avg planet 0.4921875 0.06000000238418579 0.3514460623264313 0.1971750259399414 21.465175797988195
levit_128s 0.02 concat planet 0.4921875 0.061764657497406006 0.4201248586177826 0.18972419202327728 22.413008256989997
levit_128s 0.02 avg planet 0.4921875 0.06294119358062744 0.4292498528957367 0.1960812509059906 23.404558934969828
levit_128s 0.02 concat planet 0.4921875 0.06764709949493397 0.7511210441589355 0.18183529376983645 20.34404746099608
levit_128s 0.02 avg planet 0.4921875 0.06441187858581543 0.34931087493896484 0.19906334578990936 22.92010458203731
levit_128s 0.02 concat planet 0.4921875 0.06676465272903442 0.34692201018333435 0.1863754242658615 23.333635548013262
levit_128 0.02 avg planet 0.650390625 0.07147061824798584 NaN 0.19168949127197263 21.401084287965205
levit_128 0.02 concat planet 0.650390625 0.06411772966384877 NaN 0.1782744973897934 23.4030970960157
levit_128 0.02 avg planet 0.650390625 0.06941175460815441 0.721169114112854 0.1860392987728119 24.98495269397972
levit_128 0.02 concat planet 0.650390625 0.06058824062347401 NaN 0.1699070930480957 21.433811708004217
levit_128 0.02 avg planet 0.650390625 0.06500005722045898 NaN 0.19228938221931455 23.729931128036696
levit_128 0.02 concat planet 0.650390625 0.06235295534133922 NaN 0.19573646783828735 25.10265033901669
efficientnet_lite0 0.02 avg planet 1.494140625 0.05705881118774403 0.15863433480262756 0.11073345690965652 19.748248854011763
efficientnet_lite0 0.02 concat planet 1.51953125 0.05382347106933605 0.1481996476650238 0.10755810886621477 22.22640063398285
efficientnet_lite0 0.02 avg planet 1.494140625 0.054117560386657604 0.15577152371406555 0.11666455119848251 23.322043307998683
efficientnet_lite0 0.02 concat planet 1.51953125 0.05558824539184559 0.16105666756629944 0.1096825674176216 19.932953385985456
efficientnet_lite0 0.02 avg planet 1.494140625 0.05647057294845581 0.16043569147586825 0.11288746446371078 21.82983940700069
efficientnet_lite0 0.02 concat planet 1.51953125 0.05205887556076039 0.15322686731815338 0.10890568047761916 23.392193149018567
efficientnet_es_pruned 0.02 avg planet 1.5078125 0.05029404163360596 0.13855737447738647 0.11008000373840332 20.229050543974154
efficientnet_es_pruned 0.02 concat planet 1.533203125 0.053823649883270375 0.15548227727413175 0.10187555849552156 22.39564649097156
efficientnet_es_pruned 0.02 avg planet 1.5078125 0.05352938175201416 0.14776714146137238 0.10584280639886856 23.936265680997167
efficientnet_es_pruned 0.02 concat planet 1.533203125 0.05176466703414917 0.1427004337310791 0.10441377758979796 21.09720577002736
efficientnet_es_pruned 0.02 avg planet 1.5078125 0.05029410123825084 0.14235273003578186 0.10639747977256776 21.974504715006333
efficientnet_es_pruned 0.02 concat planet 1.533203125 0.05117636919021595 0.1481873095035553 0.10590940713882446 23.62915819202317
efficientnet_es 0.02 avg planet 1.5078125 0.05205869674682617 0.14100459218025208 0.1091701313853264 21.274623377015818
efficientnet_es 0.02 concat planet 1.533203125 0.052352964878082386 0.14675836265087128 0.10010955482721327 21.736391806975007
efficientnet_es 0.02 avg planet 1.5078125 0.05058830976486195 0.13814042508602142 0.10278678685426712 23.74021612596698
efficientnet_es 0.02 concat planet 1.533203125 0.04764699935913075 0.14349590241909027 0.10245241224765778 21.02782347402535
efficientnet_es 0.02 avg planet 1.5078125 0.049117565155029186 0.1336185485124588 0.10237354040145874 21.83132044103695
efficientnet_es 0.02 concat planet 1.533203125 0.046176373958587646 0.14156535267829895 0.10009691119194032 23.61197331297444
efficientnet_b0 0.02 avg planet 1.66015625 0.04882347583770763 0.1455659419298172 0.10194745659828186 22.24816356098745
efficientnet_b0 0.02 concat planet 1.666015625 0.050588250160217174 0.14756712317466736 0.0922279804944992 25.37568407098297
efficientnet_b0 0.02 avg planet 1.66015625 0.05382347106933605 0.16130922734737396 0.09440942108631134 25.609687115997076
efficientnet_b0 0.02 concat planet 1.666015625 0.05205887556076039 0.1574021726846695 0.09159599989652634 21.60410293797031
efficientnet_b0 0.02 avg planet 1.66015625 0.050882339477539174 0.1601070612668991 0.09681174904108047 25.642139759962447
efficientnet_b0 0.02 concat planet 1.666015625 0.053529441356658825 0.15587535500526428 0.09384652227163316 25.743991461000405
convnext_tiny_hnf 0.02 avg planet 2.9765625 0.039705872535705566 0.11908578872680664 0.10532913357019424 24.759375636989716
convnext_tiny_hnf 0.02 concat planet 2.970703125 0.04264712333679199 0.12498066574335098 0.10336460173130035 27.62495178898098
convnext_tiny_hnf 0.02 avg planet 2.99609375 0.041176438331604004 0.11998729407787324 0.11087701469659804 27.7745468840003
convnext_tiny_hnf 0.02 concat planet 2.970703125 0.042352914810180775 0.13116954267024994 0.11115262657403946 25.327523886982817
convnext_tiny_hnf 0.02 concat planet 2.990234375 0.041176438331604004 0.11504444479942322 0.11251235753297806 26.71540177299175
convnext_tiny_hnf 0.02 avg planet 2.99609375 0.03852933645248402 0.12300102412700652 0.11072465777397156 26.832654922036458
convnext_tiny 0.02 avg planet 2.677734375 0.03999990224838257 0.1303548663854599 0.09565865993499756 23.70795876404736
convnext_tiny 0.02 concat planet 2.66015625 0.042646944522857555 0.13291296362876892 0.09164611250162125 25.480250464985147
convnext_tiny 0.02 avg planet 2.677734375 0.03970581293106079 0.13386644423007965 0.0966862365603447 25.240860209043603
convnext_tiny 0.02 concat planet 2.66015625 0.041764676570892445 0.13526642322540283 0.09613355994224548 23.18080709700007
convnext_tiny 0.02 avg planet 2.677734375 0.042058765888214 0.12953586876392365 0.09017856419086456 25.352090591040906
convnext_tiny 0.02 concat planet 2.66015625 0.042058706283569225 0.12735311686992645 0.09140586853027344 25.188403472013302
convnext_small 0.02 avg planet 4.232421875 0.042941153049468994 0.12705080211162567 0.09442677348852158 30.03062154899817
convnext_small 0.02 avg planet 4.232421875 0.04382348060607921 0.12827666103839874 0.09726497530937196 32.14375162497163
convnext_small 0.02 concat planet 4.2109375 0.04058820009231556 0.11758263409137726 0.0981222689151764 30.919172564987093
convnext_small 0.02 concat planet 4.2109375 0.04588228464126598 0.12845121324062347 0.09983544051647186 29.729970183048863
convnext_small 0.02 avg planet 4.23046875 0.04058820009231556 0.12670651078224182 0.09505251049995422 30.25244194304105
convnext_small 0.02 concat planet 4.23046875 0.047058701515197754 0.1323423981666565 0.0956362932920456 31.670709759986497
convnext_base 0.02 avg planet 5.87109375 0.03999990224838257 0.11744696646928789 0.0985792949795723 33.9338985629729
convnext_base 0.02 concat planet 5.88671875 0.04470580816268921 0.1288643777370453 0.09983546286821364 35.41579784703208
convnext_base 0.02 avg planet 5.873046875 0.03764700889587402 0.11269953101873398 0.09727432578802107 36.7490068700281
convnext_base 0.02 concat planet 5.90234375 0.042352914810180775 0.11601285636425018 0.0979727953672409 33.09708793996833
convnext_base 0.02 avg planet 5.87109375 0.03970581293106079 0.1172097846865654 0.09888623654842375 34.79164887801744
convnext_base 0.02 concat planet 5.90234375 0.03970581293106079 0.11731714010238647 0.09585287421941756 36.92082637100248
regnetz_e8 0.008 avg pets 7.423828125 0.07036536931991577 0.2580418586730957 0.08776717633008957 261.1065187990316
regnetz_e8 0.008 concat pets 7.44921875 0.05683356523513805 0.22650720179080963 0.0792090967297554 267.2017588149756
regnetz_e8 0.008 avg pets 7.423828125 0.06427603960037243 0.23051172494888303 0.08593302220106125 269.8574582930305
regnetz_e8 0.008 concat pets 7.46875 0.06562924385070801 0.23198182880878448 0.08769053965806961 262.7303155899863
regnetz_e8 0.008 avg pets 7.423828125 0.07036536931991577 0.2728208005428314 0.10375326871871948 268.43623171700165
regnetz_e8 0.008 concat pets 7.44921875 0.06427603960037243 0.2472963035106659 0.07340733706951141 268.3691321919905
regnetz_d8 0.008 avg pets 4.328125 0.06833559274673462 0.2613065838813782 0.10353785008192062 165.69464929302922
regnetz_d8 0.008 concat pets 4.341796875 0.06901216506957997 0.265556275844574 0.10898372530937196 170.90243952395394
regnetz_d8 0.008 avg pets 4.328125 0.06765902042388916 0.25544992089271545 0.0949213206768036 172.48319492599694
regnetz_d8 0.008 concat pets 4.341796875 0.06698238849639881 0.2387733459472656 0.10392720252275468 165.6038958710269
regnetz_d8 0.008 avg pets 4.328125 0.07374829053878784 0.2492845058441162 0.11127424985170364 169.31874938699184
regnetz_d8 0.008 concat pets 4.341796875 0.06427603960037243 0.24127180874347687 0.121151901781559 171.43780216603773
regnetz_d32 0.008 avg pets 4.35546875 0.06359946727752686 0.22535137832164764 0.09682182967662813 170.28622986702248
regnetz_d32 0.008 concat pets 4.369140625 0.06968879699707042 0.24883535504341123 0.1020951047539711 173.11535595700843
regnetz_d32 0.008 avg pets 4.35546875 0.06427603960037243 0.2555866241455078 0.09777209907770155 173.06213708699215
regnetz_d32 0.008 concat pets 4.369140625 0.07307171821594238 0.2783938944339752 0.10117807984352112 171.06559110694798
regnetz_d32 0.008 avg pets 4.35546875 0.05412721633911122 0.219103142619133 0.09602493047714232 168.16093097999692
regnetz_d32 0.008 concat pets 4.369140625 0.07036536931991577 0.27452582120895386 0.09821067005395888 176.24902164394734
regnetz_c16 0.008 avg pets 3.1328125 0.06833559274673462 0.23496665060520172 0.13595326244831085 137.50855968898395
regnetz_c16 0.008 concat pets 3.158203125 0.06765902042388916 0.2599084973335266 0.1191154643893242 138.78160917101195
regnetz_c16 0.008 avg pets 3.1328125 0.0717185139656068 0.24398039281368256 0.14027158915996552 141.73409377801
regnetz_c16 0.008 concat pets 3.158203125 0.07983762025833119 0.26939091086387634 0.11129941046237946 136.61123052902985
regnetz_c16 0.008 avg pets 3.1328125 0.06968879699707042 0.25619038939476013 0.15387322008609772 139.56861029699212
regnetz_c16 0.008 concat pets 3.158203125 0.07510149478912365 0.2658999562263489 0.1211652010679245 140.1069270669832
regnetz_b16 0.008 avg pets 2.568359375 0.075778067111969 7.9697184562683105 0.14745260775089264 128.99667925597169
regnetz_b16 0.008 avg pets 2.568359375 0.08051419258117676 5.679959774017334 0.17354059219360352 133.956329749024
regnetz_b16 0.008 concat pets 2.576171875 0.07442492246627797 0.2248000800609589 0.12126612663269044 134.67066529404838
regnetz_b16 0.008 concat pets 2.576171875 0.06968879699707042 2.9030258655548096 0.1189226284623146 130.51306167599978
regnetz_b16 0.008 avg pets 2.568359375 0.08051419258117676 1.060186743736267 0.14980505406856537 130.5938729249756
regnetz_b16 0.008 concat pets 2.576171875 0.08051419258117676 12.67423152923584 0.1760597825050354 133.74099414999364
regnetz_040h 0.008 avg pets 4.6171875 0.06224626302719116 0.24386772513389587 0.09261923283338548 179.98908839700744
regnetz_040h 0.008 concat pets 4.63671875 0.06156969070434559 0.2218945026397705 0.10433949530124664 180.78884821396787
regnetz_040h 0.008 avg pets 4.6171875 0.06901216506957997 0.24299173057079315 0.09330186247825624 180.94771362101892
regnetz_040h 0.008 concat pets 4.63671875 0.06427603960037243 0.2278463989496231 0.08985523134469986 179.16472075902857
regnetz_040h 0.008 avg pets 4.6171875 0.060893118381500244 0.2127434015274048 0.09923715144395828 180.35311881802045
regnetz_040h 0.008 concat pets 4.63671875 0.060893118381500244 0.21567821502685547 0.09563121944665907 182.91778985003475
regnetz_040 0.008 avg pets 4.59765625 0.06833559274673462 0.26769503951072693 0.12842164933681488 178.82790082599968
regnetz_040 0.008 avg pets 4.59765625 0.06156969070434559 0.24777446687221527 0.13582903146743774 182.001356793975
regnetz_040 0.008 concat pets 4.59765625 0.07374829053878784 0.28217384219169617 0.12437725067138672 181.6523578829947
regnetz_040 0.008 concat pets 4.59765625 0.06901216506957997 0.27726709842681885 0.12763886153697968 179.2347346429597
regnetz_040 0.008 avg pets 4.59765625 0.06765902042388916 0.25533372163772583 0.15209876000881195 179.95241142099258
regnetz_040 0.008 concat pets 4.59765625 0.06359946727752686 0.2354505956172943 0.1258733868598938 182.21368133299984
mobilevit_xxs 0.008 avg pets 1.154296875 0.08728009462356556 0.2660444974899292 0.2887873649597168 88.44945633399766
mobilevit_xxs 0.008 concat pets 1.15234375 0.07780784368515004 0.24486903846263883 0.24566127359867096 91.90147653699388
mobilevit_xxs 0.008 avg pets 1.154296875 0.08322054147720337 0.2576424777507782 0.35927170515060425 91.92842084198492
mobilevit_xxs 0.008 concat pets 1.15234375 0.08660352230072021 0.28092247247695923 0.29209867119789124 91.4820864580106
mobilevit_xxs 0.008 avg pets 1.154296875 0.0953992009162904 0.27735820412635803 0.29889822006225586 92.97098502801964
mobilevit_xxs 0.008 concat pets 1.15234375 0.09269285202026356 0.2849462330341339 0.2764422297477722 93.8141899239854
mobilevit_xs 0.008 avg pets 2.349609375 0.06630581617355358 0.21425244212150577 0.2096505910158157 102.26809696300188
mobilevit_xs 0.008 concat pets 2.361328125 0.07374829053878784 0.227171927690506 0.20314191281795504 99.79522364604054
mobilevit_xs 0.008 avg pets 2.349609375 0.06901216506957997 0.19899699091911316 0.2210567146539688 101.01720226497856
mobilevit_xs 0.008 concat pets 2.361328125 0.0784844160079956 0.22068926692008972 0.1886284351348877 100.37676347000524
mobilevit_xs 0.008 avg pets 2.349609375 0.06427603960037243 0.20871153473854065 0.22873295843601227 99.31235049001408
mobilevit_xs 0.008 concat pets 2.361328125 0.07442492246627797 0.2194894403219223 0.18132326006889343 102.33028313802788
mobilevit_s 0.008 avg pets 2.8203125 0.04668468236923218 0.19456930458545685 0.15161970257759094 103.9330034959712
mobilevit_s 0.008 avg pets 2.8203125 0.0588633418083192 0.20415706932544708 0.11432546377182008 105.4617496979772
mobilevit_s 0.008 concat pets 2.78125 0.05615699291229237 0.23100468516349792 0.12800535559654236 104.86223623302068
mobilevit_s 0.008 concat pets 2.78125 0.055480360984802246 0.18917669355869293 0.13406674563884735 104.28791416698368
mobilevit_s 0.008 avg pets 2.8203125 0.05683356523513805 0.19879558682441711 0.14022892713546753 100.77068604301894
mobilevit_s 0.008 concat pets 2.78125 0.0588633418083192 0.21926115453243256 0.12779004871845245 105.71353883302072
efficientnetv2_rw_t 0.008 avg pets 2.3203125 0.0771312713623048 0.24261069297790527 0.14437633752822876 154.27632110897684
efficientnetv2_rw_t 0.008 concat pets 2.3203125 0.0771312713623048 0.2684955596923828 0.1453402042388916 153.58629179903073
efficientnetv2_rw_t 0.008 avg pets 2.3203125 0.07780784368515004 0.2603779137134552 0.145972341299057 155.6460413549794
efficientnetv2_rw_t 0.008 concat pets 2.318359375 0.06765902042388916 0.2617448568344116 0.17317424714565277 153.5337551619741
efficientnetv2_rw_t 0.008 avg pets 2.3203125 0.0784844160079956 0.27189287543296814 0.15597261488437653 153.4007187380339
efficientnetv2_rw_t 0.008 concat pets 2.318359375 0.0588633418083192 0.23776015639305115 0.14646583795547485 154.92573082295712
efficientnetv2_rw_s 0.008 avg pets 3.1328125 0.07916104793548584 0.2789308428764343 0.14554007351398468 160.66442681004992
efficientnetv2_rw_s 0.008 concat pets 3.146484375 0.07036536931991577 0.2886366844177246 0.12299685925245284 159.43748139304807
efficientnetv2_rw_s 0.008 avg pets 3.1328125 0.0784844160079956 0.28532665967941284 0.1504494845867157 160.4358753489796
efficientnetv2_rw_s 0.008 concat pets 3.146484375 0.07442492246627797 0.29673394560813904 0.1223938763141632 159.01967483002227
efficientnetv2_rw_s 0.008 avg pets 3.11328125 0.06968879699707042 0.25725850462913513 0.14504703879356384 155.6466083539999
efficientnetv2_rw_s 0.008 concat pets 3.146484375 0.075778067111969 0.3041795492172241 0.13599801063537598 160.2059129460249
efficientnetv2_rw_m 0.008 avg pets 5.525390625 0.06833559274673462 0.27401024103164673 0.11589449644088744 228.1518189359922
efficientnetv2_rw_m 0.008 concat pets 5.56640625 0.075778067111969 0.2955329716205597 0.10222961008548737 226.0536129330285
efficientnetv2_rw_m 0.008 avg pets 5.525390625 0.07442492246627797 0.2846555709838867 0.10681982338428496 227.5963707350311
efficientnetv2_rw_m 0.008 concat pets 5.56640625 0.07645463943481445 0.31374016404151917 0.1035810559988022 226.129198679002
efficientnetv2_rw_m 0.008 avg pets 5.525390625 0.0771312713623048 0.3045268654823303 0.11046607792377472 229.0353117569466
efficientnetv2_rw_m 0.008 concat pets 5.56640625 0.08186739683151245 0.28665387630462646 0.09160950034856796 230.7384547989932
convnext_tiny_in22k 0.008 avg pets 2.720703125 0.0446549654006958 0.1967724859714508 0.05329406261444092 95.01982243097154
convnext_tiny_in22k 0.008 concat pets 2.740234375 0.053450584411621205 0.19632649421691897 0.054418738931417465 94.61869806802132
convnext_tiny_in22k 0.008 avg pets 2.720703125 0.053450584411621205 0.2285265326499939 0.0543249137699604 96.86749778897502
convnext_tiny_in22k 0.008 concat pets 2.740234375 0.05615699291229237 0.20886047184467316 0.042700838297605515 94.9719900310156
convnext_tiny_in22k 0.008 avg pets 2.677734375 0.058186709880828746 0.21809129416942596 0.0532442182302475 96.29033755895216
convnext_tiny_in22k 0.008 concat pets 2.740234375 0.053450584411621205 0.22530171275138855 0.05445552617311478 96.3013852260192
convnext_small_in22k 0.008 avg pets 4.2109375 0.04871445894241322 0.21523118019104004 0.041795168071985245 143.10454564797692
convnext_small_in22k 0.008 concat pets 4.2109375 0.04803788661956798 0.1916169673204422 0.03558121621608734 144.27072286698967
convnext_small_in22k 0.008 avg pets 4.2109375 0.05142086744308483 0.23512162268161776 0.03945471718907356 144.69670067500556
convnext_small_in22k 0.008 concat pets 4.23046875 0.053450584411621205 0.21657295525074005 0.03883880004286766 142.43637606000993
convnext_small_in22k 0.008 avg pets 4.23046875 0.05074423551559437 0.2124660611152649 0.03532147780060768 141.08317097002873
convnext_small_in22k 0.008 concat pets 4.2109375 0.0588633418083192 0.24471741914749143 0.03587736934423447 143.50105039199116
convnext_large_in22k 0.008 avg pets 9.890625 0.041948556900024414 0.2112582176923752 0.025344528257846832 286.34575206798036
convnext_large_in22k 0.008 concat pets 9.90625 0.0392422080039978 0.21045619249343872 0.020102495327591896 288.6818050830043
convnext_large_in22k 0.008 avg pets 9.93359375 0.04736131429672241 0.2409769743680954 0.02209837362170219 286.5245929819648
convnext_large_in22k 0.008 concat pets 9.884765625 0.05006766319274902 0.24351546168327332 0.015714967623353004 287.19597243797034
convnext_large_in22k 0.008 avg pets 9.93359375 0.04668468236923218 0.23462529480457303 0.02419973723590374 290.4425220739795
convnext_large_in22k 0.008 concat pets 9.88671875 0.04668468236923218 0.2318290174007416 0.0225380789488554 286.8113580420031
convnext_base_in22k 0.008 avg pets 5.87109375 0.04668468236923218 0.19250932335853577 0.0303308367729187 180.28961700503712
convnext_base_in22k 0.008 concat pets 5.87109375 0.041271984577178955 0.21140767633914948 0.02560264803469181 182.0885698159691
convnext_base_in22k 0.008 avg pets 5.890625 0.05006766319274902 0.203792005777359 0.02727147936820984 181.15392508800144
convnext_base_in22k 0.008 concat pets 5.890625 0.04600811004638683 0.2022726982831955 0.03820408880710602 181.11959729803493
convnext_base_in22k 0.008 avg pets 5.87109375 0.052097439765930176 0.23122508823871613 0.02344907447695732 181.81213663396193
convnext_base_in22k 0.008 concat pets 5.87109375 0.04803788661956798 0.19939270615577695 0.024135861545801163 180.9174603749998
swinv2_cr_tiny_ns_224 0.008 avg pets 3.302734375 0.055480360984802246 0.20827294886112213 0.042918480932712555 129.94341870996868
swinv2_cr_tiny_ns_224 0.008 concat pets 3.330078125 0.052774012088775635 0.2258909046649933 0.04191288352012634 131.3593830600148
swinv2_cr_tiny_ns_224 0.008 avg pets 3.302734375 0.052774012088775635 0.21826358139514923 0.04585349187254906 131.5255373599939
swinv2_cr_tiny_ns_224 0.008 concat pets 3.37109375 0.0575101375579834 0.211062952876091 0.05171550437808037 130.80593631597003
swinv2_cr_tiny_ns_224 0.008 avg pets 3.302734375 0.0575101375579834 0.22996562719345093 0.04226367548108101 130.94701763399644
swinv2_cr_tiny_ns_224 0.008 concat pets 3.330078125 0.04262518882751465 0.19283844530582428 0.040140457451343536 131.02290821500355
swinv2_cr_small_ns_224 0.008 avg pets 5.396484375 0.041948556900024414 0.20783203840255737 0.039640992879867554 206.35120311100036
swinv2_cr_small_ns_224 0.008 concat pets 5.40234375 0.041271984577178955 0.2266925573348999 0.0324447862803936 206.0739514799789
swinv2_cr_small_ns_224 0.008 avg pets 5.380859375 0.04533153772354115 0.1938917636871338 0.04156383126974106 205.41864201897988
swinv2_cr_small_ns_224 0.008 concat pets 5.40234375 0.049391090869903564 0.20052462816238403 0.031101999804377556 201.5679091179627
swinv2_cr_small_ns_224 0.008 avg pets 5.380859375 0.04871445894241322 0.20817403495311737 0.03171452507376671 203.15506500494664
swinv2_cr_small_ns_224 0.008 concat pets 5.384765625 0.043978333473205566 0.18782563507556915 0.04425711929798126 204.7052846159786
swinv2_cr_small_224 0.008 avg pets 5.32421875 0.04803788661956798 0.21561561524868011 0.039616599678993225 200.80269477702677
swinv2_cr_small_224 0.008 concat pets 5.330078125 0.043301761150359996 0.20628806948661804 0.029443448409438133 202.57144689699635
swinv2_cr_small_224 0.008 avg pets 5.32421875 0.04600811004638683 0.2170280963182449 0.035051289945840836 201.71831699099857
swinv2_cr_small_224 0.008 concat pets 5.330078125 0.04736131429672241 0.2521574795246124 0.041498202830553055 203.73665798001457
swinv2_cr_small_224 0.008 avg pets 5.30078125 0.05142086744308483 0.2430725246667862 0.03679383173584938 203.66582504595863
swinv2_cr_small_224 0.008 concat pets 5.310546875 0.053450584411621205 0.2252711206674576 0.03430057689547539 208.54739783797413
swin_tiny_patch4_window7_224 0.008 avg pets 2.81640625 0.05480378866195679 0.2248205542564392 0.09272468090057372 108.12219779100268
swin_tiny_patch4_window7_224 0.008 concat pets 2.81640625 0.04871445894241322 0.1892157346010208 0.08599642664194107 107.6345814759843
swin_tiny_patch4_window7_224 0.008 avg pets 0.09201622009277344 0.3372400403022766 0.4508191645145416
swin_tiny_patch4_window7_224 0.008 concat pets 2.796875 0.049391090869903564 0.2238157689571381 0.10261067003011703 107.18666807399131
swin_tiny_patch4_window7_224 0.008 avg pets 2.81640625 0.05683356523513805 0.2127237468957901 0.08180795609951019 107.63548420002915
swin_tiny_patch4_window7_224 0.008 concat pets 2.796875 0.053450584411621205 0.19918426871299744 0.1016439124941826 105.7970150890178
swin_small_patch4_window7_224 0.008 avg pets 4.486328125 0.0446549654006958 0.24776941537857056 0.07645825296640396 165.5425992019591
swin_small_patch4_window7_224 0.008 concat pets 4.517578125 0.0446549654006958 0.19984295964241028 0.05772611126303673 165.0439681810094
swin_small_patch4_window7_224 0.008 avg pets 4.486328125 0.04668468236923218 0.19956082105636597 0.0679951012134552 165.35187962802593
swin_small_patch4_window7_224 0.008 concat pets 4.517578125 0.043978333473205566 0.20172742009162903 0.0633399561047554 162.27144744596444
swin_small_patch4_window7_224 0.008 avg pets 4.517578125 0.04600811004638683 0.2143605500459671 0.060166701674461365 167.35664061800344
swin_small_patch4_window7_224 0.008 concat pets 4.486328125 0.0392422080039978 0.17573735117912292 0.07165423780679703 166.9979186769924
swin_s3_tiny_224 0.008 avg pets 3.126953125 0.052097439765930176 0.19606253504753113 0.08067221939563751 113.52622815896756
swin_s3_tiny_224 0.008 concat pets 3.126953125 0.043301761150359996 0.1826838850975037 0.08487164974212646 114.87095294799656
swin_s3_tiny_224 0.008 avg pets 3.126953125 0.04600811004638683 0.22333160042762756 0.09447988867759705 114.37233019398992
swin_s3_tiny_224 0.008 concat pets 3.126953125 0.04533153772354115 0.22455520927906036 0.08388110250234604 112.28219997999258
swin_s3_tiny_224 0.008 avg pets 3.126953125 0.043301761150359996 0.19627058506011963 0.07494442909955978 114.28584623796633
swin_s3_tiny_224 0.008 concat pets 3.126953125 0.05006766319274902 0.22448179125785828 0.07051841914653778 113.11642123700584
swin_s3_small_224 0.008 avg pets 6.25390625 0.03991878032684315 0.19362077116966248 0.0410880446434021 202.5222263050382
swin_s3_small_224 0.008 concat pets 6.25390625 0.04533153772354115 0.20855772495269775 0.04972745105624199 200.10693129099673
swin_s3_small_224 0.008 avg pets 6.25 0.037889063358306774 0.18321731686592105 0.05185231193900108 202.0004229720216
swin_s3_small_224 0.008 concat pets 6.25 0.04871445894241322 0.19456255435943604 0.0533108152449131 201.5380389050115
swin_s3_small_224 0.008 avg pets 6.25 0.03991878032684315 0.17184606194496155 0.043319642543792725 198.91161575197475
swin_s3_small_224 0.008 concat pets 6.25390625 0.041271984577178955 0.22014625370502472 0.05076900497078896 199.24411635199797
swin_s3_base_224 0.008 avg pets 7.8828125 0.04533153772354115 0.20324964821338656 0.04476149007678032 253.50167718401644
swin_s3_base_224 0.008 concat pets 7.873046875 0.0446549654006958 0.218766450881958 0.04030482843518257 259.42050992301665
swin_s3_base_224 0.008 avg pets 7.8828125 0.0446549654006958 0.18595533072948456 0.04275606572628021 253.3170300950296
swin_s3_base_224 0.008 concat pets 7.8828125 0.04059541225433361 0.1892108768224716 0.0332401767373085 256.16749395400984
swin_s3_base_224 0.008 avg pets 7.873046875 0.041948556900024414 0.22125360369682312 0.04237695038318634 253.1132658610004
swin_s3_base_224 0.008 concat pets 7.873046875 0.04262518882751465 0.22537456452846527 0.04718701168894768 254.39708332100415
swin_large_patch4_window7_224_in22k 0.008 avg pets 10.44140625 0.04736131429672241 0.2239137440919876 0.033203449100255966 321.80668626498664
swin_large_patch4_window7_224_in22k 0.008 concat pets 10.45703125 0.04871445894241322 0.24002856016159055 0.04967258870601654 322.82333709299564
swin_large_patch4_window7_224_in22k 0.008 avg pets 10.45703125 0.04871445894241322 0.21566800773143768 0.04180265963077545 321.60895527602406
swin_large_patch4_window7_224_in22k 0.008 concat pets 10.45703125 0.04533153772354115 0.2078519761562347 0.05265495926141739 322.1273065240239
swin_large_patch4_window7_224_in22k 0.008 avg pets 10.45703125 0.04533153772354115 0.2265789210796356 0.03812730312347412 321.8729887219961
swin_large_patch4_window7_224_in22k 0.008 concat pets 10.482421875 0.0446549654006958 0.21261495351791385 0.04573152959346771 321.74960500898305
swin_large_patch4_window7_224 0.008 avg pets 10.44140625 0.041948556900024414 0.2218352109193802 0.05531582981348038 321.99220682302257
swin_large_patch4_window7_224 0.008 concat pets 10.44140625 0.04668468236923218 0.21129454672336576 0.04509438946843147 321.7958480840316
swin_large_patch4_window7_224 0.008 avg pets 10.45703125 0.043978333473205566 0.2182723730802536 0.03651287406682968 322.2347430199734
swin_large_patch4_window7_224 0.008 concat pets 10.45703125 0.04668468236923218 0.2129008024930954 0.04185403510928154 322.3824494589935
swin_large_patch4_window7_224 0.008 avg pets 10.44140625 0.04533153772354115 0.19718044996261597 0.04311777651309967 322.7329739089473
swin_large_patch4_window7_224 0.008 concat pets 10.45703125 0.043301761150359996 0.2163337469100952 0.02236214466392994 322.1305320240208
swin_base_patch4_window7_224_in22k 0.008 avg pets 6.283203125 0.04600811004638683 0.19231314957141876 0.060501616448163986 204.19247409602391
swin_base_patch4_window7_224_in22k 0.008 concat pets 6.283203125 0.04803788661956798 0.19659829139709473 0.04814169555902481 201.5516522770049
swin_base_patch4_window7_224_in22k 0.008 avg pets 6.283203125 0.04668468236923218 0.2083673924207687 0.06015812233090401 208.52472025202587
swin_base_patch4_window7_224_in22k 0.008 concat pets 6.283203125 0.04533153772354115 0.1781601756811142 0.05376076698303223 205.49526683200384
swin_base_patch4_window7_224_in22k 0.008 avg pets 6.294921875 0.05142086744308483 0.21028709411621097 0.054785698652267456 209.08600741199916
swin_base_patch4_window7_224_in22k 0.008 concat pets 6.283203125 0.05006766319274902 0.20550423860549927 0.06521418690681458 207.3545656669885
swin_base_patch4_window7_224 0.008 avg pets 6.283203125 0.04668468236923218 0.2040171176195145 0.06280086934566498 209.16009405400837
swin_base_patch4_window7_224 0.008 concat pets 6.283203125 0.04668468236923218 0.2194017767906189 0.0641496554017067 205.7920790250064
swin_base_patch4_window7_224 0.008 avg pets 6.294921875 0.04059541225433361 0.18311163783073425 0.052890777587890625 205.33465989201795
swin_base_patch4_window7_224 0.008 concat pets 6.294921875 0.049391090869903564 0.19005773961544037 0.06521891802549362 204.54462411801796
swin_base_patch4_window7_224 0.008 avg pets 6.283203125 0.041948556900024414 0.18002763390541077 0.05575618892908096 201.50697606999893
swin_base_patch4_window7_224 0.008 concat pets 6.294921875 0.041948556900024414 0.2019055187702179 0.05610904470086098 205.42596777301517
vit_tiny_r_s16_p8_224 0.008 avg pets 0.78515625 0.08051419258117676 0.2907598912715912 0.16078639030456543 68.8997921749833
vit_tiny_r_s16_p8_224 0.008 concat pets 0.78515625 0.08051419258117676 0.2830654978752136 0.1781521886587143 69.2087861999753
vit_tiny_r_s16_p8_224 0.008 avg pets 0.78515625 0.07916104793548584 0.2882431447505951 0.18127909302711487 69.51389586698497
vit_tiny_r_s16_p8_224 0.008 concat pets 0.78515625 0.0838971734046936 0.32240065932273865 0.18841518461704257 72.60851733200252
vit_tiny_r_s16_p8_224 0.008 avg pets 0.78515625 0.08254396915435802 0.31975650787353516 0.1834343671798706 69.39325571502559
vit_tiny_r_s16_p8_224 0.008 concat pets 0.78515625 0.0899864435195924 0.3149416744709015 0.1647539734840393 71.83063568797661
vit_tiny_patch16_224 0.008 avg pets 1.07421875 0.07036536931991577 0.2621200680732727 0.13592103123664856 65.99054052802967
vit_tiny_patch16_224 0.008 concat pets 1.07421875 0.06630581617355358 0.26840269565582275 0.15576954185962677 67.00681857502786
vit_tiny_patch16_224 0.008 avg pets 1.07421875 0.06901216506957997 0.24315997958183289 0.14560796320438385 67.26441308297217
vit_tiny_patch16_224 0.008 concat pets 1.07421875 0.07645463943481445 0.2559160888195038 0.1360470950603485 67.35334061598405
vit_tiny_patch16_224 0.008 avg pets 1.07421875 0.0717185139656068 0.2524915337562561 0.15073804557323456 65.67020213900832
vit_tiny_patch16_224 0.008 concat pets 1.07421875 0.06427603960037243 0.25494450330734253 0.1402299553155899 68.35255153500475
vit_small_r26_s32_224 0.008 avg pets 3.3671875 0.05480378866195679 0.226966455578804 0.05669177696108818 107.952866179985
vit_small_r26_s32_224 0.008 concat pets 3.3671875 0.04533153772354115 0.19525067508220673 0.04666789993643761 108.189802228997
vit_small_r26_s32_224 0.008 avg pets 3.3671875 0.0575101375579834 0.2236378043889999 0.04965834319591522 103.24006690399256
vit_small_r26_s32_224 0.008 concat pets 3.3671875 0.04871445894241322 0.22816987335681915 0.04928849637508392 109.54347789700842
vit_small_r26_s32_224 0.008 avg pets 3.3671875 0.04668468236923218 0.2027738243341446 0.04966110363602638 110.278175259009
vit_small_r26_s32_224 0.008 concat pets 3.3671875 0.055480360984802246 0.2379287481307983 0.05870814621448517 109.95012339198728
vit_small_patch32_224 0.008 avg pets 0.775390625 0.06562924385070801 0.2852446138858795 0.1272452175617218 69.92348947603023
vit_small_patch32_224 0.008 avg pets 0.775390625 0.07645463943481445 0.3048221468925476 0.13044500350952148 70.71919134701602
vit_small_patch32_224 0.008 concat pets 0.775390625 0.08186739683151245 0.3214111626148224 0.11090032011270524 69.99953461700352
vit_small_patch32_224 0.008 avg pets 0.775390625 0.0838971734046936 0.31275203824043274 0.11988485604524612 71.06064669898478
vit_small_patch32_224 0.008 concat pets 0.775390625 0.09472256898880005 0.34326550364494324 0.13042674958705902 70.73509017901961
vit_small_patch32_224 0.008 concat pets 0.775390625 0.08660352230072021 0.3175671100616455 0.11721471697092056 71.25955699197948
vit_small_patch16_224 0.008 avg pets 2.12109375 0.055480360984802246 0.23571331799030304 0.0713970884680748 83.2977164349868
vit_small_patch16_224 0.008 concat pets 2.111328125 0.05953991413116455 0.2562005817890167 0.05587198585271835 83.97312687599333
vit_small_patch16_224 0.008 avg pets 2.12109375 0.05615699291229237 0.24477559328079224 0.05618499219417572 84.94501748704351
vit_small_patch16_224 0.008 avg pets 2.111328125 0.05480378866195679 0.2534257173538208 0.06575325131416321 84.52787042199634
vit_small_patch16_224 0.008 concat pets 2.12109375 0.05683356523513805 0.2372831255197525 0.061119843274354935 83.8466914499877
vit_small_patch16_224 0.008 concat pets 2.12109375 0.06021648645401001 0.2470911741256714 0.05680249258875847 84.57011572399642
vit_base_patch32_224_sam 0.008 avg pets 2.759765625 0.07983762025833119 0.3544100821018219 0.06510263681411743 74.93552642100258
vit_base_patch32_224_sam 0.008 concat pets 2.759765625 0.08186739683151245 0.3462746739387512 0.06343146413564682 74.9631511690095
vit_base_patch32_224_sam 0.008 avg pets 2.759765625 0.08660352230072021 0.3559000790119171 0.05881381034851074 76.56919304002076
vit_base_patch32_224_sam 0.008 concat pets 2.759765625 0.08930987119674683 0.3776775300502777 0.06346587836742401 72.32148186000995
vit_base_patch32_224_sam 0.008 avg pets 2.759765625 0.08322054147720337 0.33888566493988037 0.06931637972593307 75.70071178401122
vit_base_patch32_224_sam 0.008 concat pets 2.759765625 0.08592694997787476 0.34941354393959045 0.05867587402462959 77.34399044298334
vit_base_patch32_224 0.008 avg pets 2.759765625 0.06833559274673462 0.2912943661212921 0.03992711752653122 73.91102132300148
vit_base_patch32_224 0.008 concat pets 2.759765625 0.06562924385070801 0.2643231451511383 0.06678762286901474 75.14275990298484
vit_base_patch32_224 0.008 avg pets 2.759765625 0.06495261192321777 0.28520312905311584 0.05042976140975952 76.14309416204924
vit_base_patch32_224 0.008 concat pets 2.759765625 0.0629228949546814 0.24512940645217896 0.06188804283738136 73.28639267600374
vit_base_patch32_224 0.008 avg pets 2.759765625 0.060893118381500244 0.27059850096702576 0.06117241084575653 73.8670445039752
vit_base_patch32_224 0.008 concat pets 2.759765625 0.07239514589309681 0.28578582406044006 0.06561773270368576 74.99259184795665
vit_base_patch16_224_sam 0.008 avg pets 4.853515625 0.04668468236923218 0.2108927816152573 0.03107745572924614 151.0158972000354
vit_base_patch16_224_sam 0.008 concat pets 4.853515625 0.05074423551559437 0.2339749336242676 0.04389142990112305 153.2055489110062
vit_base_patch16_224_sam 0.008 avg pets 4.853515625 0.05074423551559437 0.2455335259437561 0.036986514925956726 156.68833741900744
vit_base_patch16_224_sam 0.008 concat pets 4.853515625 0.04736131429672241 0.23808333277702332 0.03911255672574043 150.23862834600732
vit_base_patch16_224_sam 0.008 avg pets 4.853515625 0.052097439765930176 0.2421893775463104 0.02786080911755562 155.10413586901268
vit_base_patch16_224_sam 0.008 concat pets 4.853515625 0.05006766319274902 0.2449268400669098 0.03811977431178093 152.99864214798436
vit_base_patch16_224_miil 0.008 avg pets 4.853515625 0.0446549654006958 0.23034486174583435 0.02873390167951584 151.32797501498135
vit_base_patch16_224_miil 0.008 concat pets 4.853515625 0.049391090869903564 0.232401043176651 0.03035794757306576 150.9396126649808
vit_base_patch16_224_miil 0.008 avg pets 4.853515625 0.04668468236923218 0.2372264266014099 0.02943267486989498 150.3915415200172
vit_base_patch16_224_miil 0.008 concat pets 4.853515625 0.04803788661956798 0.21594975888729095 0.026919614523649216 147.4005719649722
vit_base_patch16_224_miil 0.008 avg pets 4.853515625 0.049391090869903564 0.221383735537529 0.027951164171099663 152.51489741099067
vit_base_patch16_224_miil 0.008 concat pets 4.853515625 0.05006766319274902 0.23000521957874295 0.024797016754746437 150.61535111803096
vit_base_patch16_224 0.008 avg pets 4.8515625 0.05412721633911122 0.22362399101257324 0.03956495597958565 150.4993650689721
vit_base_patch16_224 0.008 concat pets 4.833984375 0.05683356523513805 0.22983233630657196 0.0354357585310936 155.70229972701054
vit_base_patch16_224 0.008 avg pets 4.853515625 0.05683356523513805 0.22266437113285065 0.04305393248796463 153.55693145899568
vit_base_patch16_224 0.008 concat pets 4.833984375 0.055480360984802246 0.24949631094932556 0.02943742275238037 150.69650926196482
vit_base_patch16_224 0.008 avg pets 4.833984375 0.05953991413116455 0.2477238029241562 0.03302614390850067 155.67564055102412
vit_base_patch16_224 0.008 concat pets 4.853515625 0.06156969070434559 0.2392982691526413 0.031229650601744652 154.04464880999876
resnetv2_50x1_bit_distilled 0.008 avg pets 3.892578125 0.05615699291229237 0.2078785002231598 0.06166604906320572 108.17468244803604
resnetv2_50x1_bit_distilled 0.008 concat pets 3.923828125 0.055480360984802246 0.22381600737571716 0.06047254055738449 108.87729188002412
resnetv2_50x1_bit_distilled 0.008 avg pets 3.892578125 0.05480378866195679 0.21826966106891632 0.06841591745615005 107.4579809870338
resnetv2_50x1_bit_distilled 0.008 concat pets 3.923828125 0.052097439765930176 0.20661675930023193 0.06052589789032936 107.32414094003616
resnetv2_50x1_bit_distilled 0.008 avg pets 3.892578125 0.04736131429672241 0.1983191817998886 0.0664619579911232 106.38220498297596
resnetv2_50x1_bit_distilled 0.008 concat pets 3.923828125 0.053450584411621205 0.21176420152187347 0.05192438885569573 109.82534000498708
resnetv2_50 0.008 avg pets 1.697265625 0.0899864435195924 0.29665690660476685 0.2157863825559616 87.12983786995756
resnetv2_50 0.008 avg pets 1.697265625 0.0784844160079956 0.2859194874763489 0.22220909595489505 87.85640941699967
resnetv2_50 0.008 concat pets 1.779296875 0.08119082450866699 0.2604660093784332 0.21045167744159696 87.39389425900299
resnetv2_50 0.008 concat pets 1.763671875 0.08322054147720337 0.2642817497253418 0.1742163598537445 84.21546859800583
resnetv2_50 0.008 avg pets 1.697265625 0.08322054147720337 0.2894483804702759 0.2008211314678192 88.06088291603373
resnetv2_50 0.008 concat pets 1.763671875 0.08930987119674683 0.28797999024391174 0.1959965080022812 88.3346726379823
resnetv2_101 0.008 avg pets 2.7109375 0.08728009462356556 0.2893456816673279 0.19757351279258728 127.89020339801208
resnetv2_101 0.008 concat pets 2.716796875 0.08660352230072021 0.2899785339832306 0.1916859894990921 131.44206502102315
resnetv2_101 0.008 avg pets 2.7265625 0.08660352230072021 0.30489328503608704 0.19616419076919556 132.48862373898737
resnetv2_101 0.008 avg pets 2.7265625 0.08051419258117676 0.27954331040382385 0.17754216492176056 131.0667719230405
resnetv2_101 0.008 concat pets 2.732421875 0.08051419258117676 0.2842249572277069 0.18971140682697296 130.41642800701084
resnetv2_101 0.008 concat pets 2.732421875 0.0717185139656068 0.2577098608016968 0.18191421031951904 132.84416930697626
resnetrs50 0.008 avg pets 2.419921875 0.0588633418083192 0.2225928008556366 0.0764463022351265 109.5493980529718
resnetrs50 0.008 concat pets 2.4453125 0.0588633418083192 0.2138223648071289 0.0795729011297226 113.38453794800444
resnetrs50 0.008 avg pets 2.419921875 0.04736131429672241 0.1842950135469437 0.08013641834259033 114.33434020599816
resnetrs50 0.008 concat pets 2.4453125 0.06359946727752686 0.21123725175857544 0.07309124618768692 112.52180796401808
resnetrs50 0.008 avg pets 2.419921875 0.06021648645401001 0.20498785376548767 0.08435779064893723 112.65566812903852
resnetrs50 0.008 concat pets 2.4453125 0.0575101375579834 0.220247283577919 0.0671444982290268 114.37394216598476
resnetblur50 0.008 avg pets 2.1953125 0.0717185139656068 0.239317923784256 0.0756538137793541 96.00873513205444
resnetblur50 0.008 concat pets 2.208984375 0.06156969070434559 0.257313996553421 0.07213829457759857 99.21726352599217
resnetblur50 0.008 avg pets 2.1953125 0.0629228949546814 0.24698936939239505 0.06934674084186554 98.79270236101002
resnetblur50 0.008 concat pets 2.208984375 0.07374829053878784 0.2918279469013214 0.0787680596113205 97.92039119399853
resnetblur50 0.008 avg pets 2.21875 0.06698238849639881 0.25808534026145935 0.06961730867624283 97.39114135003184
resnetblur50 0.008 concat pets 2.208984375 0.06833559274673462 0.24674169719219208 0.07414492964744568 100.04538750700884
resnet50_gn 0.008 avg pets 4.140625 0.05683356523513805 0.22223009169101715 0.06924542039632797 111.03789425600552
resnet50_gn 0.008 concat pets 4.169921875 0.05142086744308483 0.20274391770362857 0.07218297570943832 113.55085899395635
resnet50_gn 0.008 avg pets 4.140625 0.060893118381500244 0.22770054638385773 0.07473637163639069 114.08618539501911
resnet50_gn 0.008 concat pets 4.169921875 0.06156969070434559 0.2508212924003601 0.06058475747704506 111.30529436003415
resnet50_gn 0.008 avg pets 4.140625 0.05953991413116455 0.24502848088741305 0.07448603212833405 113.4022552939714
resnet50_gn 0.008 concat pets 4.169921875 0.052774012088775635 0.2111796736717224 0.0703040137887001 115.1296944289934
resnet50d 0.008 avg pets 2.037109375 0.06427603960037243 0.2547246217727661 0.10886751860380171 92.989515033958
resnet50d 0.008 concat pets 2.037109375 0.0629228949546814 0.23711144924163816 0.08937907218933105 94.641357162036
resnet50d 0.008 avg pets 2.037109375 0.06495261192321777 0.27638065814971924 0.10082172602415083 95.37960178905632
resnet50d 0.008 avg pets 2.037109375 0.06224626302719116 0.2619888186454773 0.10273636877536774 95.75530737801456
resnet50d 0.008 concat pets 2.037109375 0.06968879699707042 0.2580081522464752 0.0955074429512024 95.2204532509786
resnet50d 0.008 concat pets 2.037109375 0.06765902042388916 0.2638726234436035 0.09554555267095566 96.21713189600268
resnet50 0.008 avg pets 1.8671875 0.08728009462356556 0.3636426329612732 0.20762161910533905 89.93584806198487
resnet50 0.008 concat pets 1.85546875 0.09404599666595459 0.35705673694610596 0.19349922239780423 90.4454585610074
resnet50 0.008 avg pets 1.84765625 0.0953992009162904 0.5387333631515503 0.2290969640016556 90.09963938698638
resnet50 0.008 concat pets 1.85546875 0.09066307544708241 0.30868303775787354 0.21635210514068604 90.1542202809942
resnet50 0.008 avg pets 1.84765625 0.08592694997787476 0.33893975615501404 0.20629511773586273 89.31822846201248
resnet50 0.008 concat pets 1.875 0.08592694997787476 0.31445005536079407 0.1749124825000763 90.02903426403645
resnet34d 0.008 avg pets 1.056640625 0.07983762025833119 0.253395676612854 0.17117789387702942 72.27053771802457
resnet34d 0.008 avg pets 1.056640625 0.08254396915435802 0.2819521129131317 0.18537864089012143 72.72429890901549
resnet34d 0.008 concat pets 1.05859375 0.07239514589309681 0.2675226330757141 0.1572099328041077 72.5752129960456
resnet34d 0.008 concat pets 1.05859375 0.0784844160079956 0.25670623779296875 0.14545805752277374 72.00604876398575
resnet34d 0.008 avg pets 1.056640625 0.0771312713623048 0.25968050956726074 0.1917564570903778 72.42442462698091
resnet34d 0.008 concat pets 1.05859375 0.08592694997787476 0.278888076543808 0.1394190639257431 72.46143689501332
resnet34 0.008 avg pets 0.96484375 0.075778067111969 0.2786972224712372 0.13031837344169617 66.93234487896552
resnet34 0.008 concat pets 0.966796875 0.07442492246627797 0.27859172224998474 0.0982544645667076 69.96663188299863
resnet34 0.008 avg pets 0.96484375 0.0838971734046936 0.28444552421569824 0.13458351790905 70.8664084210177
resnet34 0.008 concat pets 0.9609375 0.08457374572753917 0.2958635985851288 0.12233916670084 68.19780342798913
resnet34 0.008 avg pets 0.96484375 0.0784844160079956 0.265169233083725 0.1247389316558838 69.1959629440098
resnet34 0.008 concat pets 0.9609375 0.07239514589309681 0.2880767583847046 0.1085604727268219 70.55681108101271
resnet26d 0.008 avg pets 1.466796875 0.07307171821594238 0.2584689259529114 0.1021559238433838 69.55716753995512
resnet26d 0.008 concat pets 1.412109375 0.06833559274673462 0.2312885969877243 0.07551640272140503 71.65517061704304
resnet26d 0.008 avg pets 1.466796875 0.07036536931991577 0.2348344326019287 0.0860111266374588 72.51561661501182
resnet26d 0.008 concat pets 1.412109375 0.07374829053878784 0.24895019829273224 0.08706042915582657 69.39559792500222
resnet26d 0.008 avg pets 1.466796875 0.07442492246627797 0.2495581805706024 0.09832993894815444 71.89238469296834
resnet26d 0.008 concat pets 1.412109375 0.07307171821594238 0.2489209771156311 0.0841323658823967 72.80511109496001
resnet26 0.008 avg pets 1.291015625 0.08051419258117676 0.28086090087890625 0.1044553592801094 64.67397244495805
resnet26 0.008 concat pets 1.291015625 0.07916104793548584 0.25892287492752075 0.07535228133201599 67.65009960596217
resnet26 0.008 avg pets 1.291015625 0.06968879699707042 0.24821150302886963 0.103386789560318 68.01567228103522
resnet26 0.008 concat pets 1.291015625 0.07239514589309681 0.25045889616012573 0.09625791758298874 65.35240400896873
resnet26 0.008 avg pets 1.291015625 0.075778067111969 0.248684361577034 0.09488848596811296 66.57509265601402
resnet26 0.008 concat pets 1.291015625 0.07307171821594238 0.24947498738765717 0.0903708189725876 68.1902343390393
resnet18d 0.008 avg pets 0.7734375 0.09404599666595459 0.3043963611125946 0.2099546045064926 57.062507639988326
resnet18d 0.008 concat pets 0.76953125 0.10554802417755127 0.32993102073669434 0.2111779749393463 59.75847500102827
resnet18d 0.008 avg pets 0.7734375 0.09742897748947144 0.30890989303588867 0.2104832828044891 60.33129820402246
resnet18d 0.008 concat pets 0.76953125 0.09404599666595459 0.30674007534980774 0.19308385252952576 56.655910620989744
resnet18d 0.008 avg pets 0.7734375 0.09742897748947144 0.3344738781452179 0.24599044024944303 59.32020626304438
resnet18d 0.008 concat pets 0.76953125 0.0953992009162904 0.3118836283683777 0.1986873298883438 59.32700266799657
resnet18 0.008 avg pets 0.642578125 0.09607577323913563 0.32437190413475037 0.11466681212186812 53.40542413300136
resnet18 0.008 concat pets 0.634765625 0.08254396915435802 0.29455527663230896 0.11907285451889038 55.81907179899281
resnet18 0.008 avg pets 0.642578125 0.08525031805038441 0.30076152086257935 0.10823633521795271 56.185712884005625
resnet18 0.008 avg pets 0.642578125 0.08322054147720337 0.30122092366218567 0.12034106999635696 55.907722216972616
resnet18 0.008 concat pets 0.634765625 0.08728009462356556 0.3234016001224518 0.10614464432001114 55.90500366897322
resnet18 0.008 concat pets 0.634765625 0.0838971734046936 0.2776964604854584 0.10631787031888962 56.87990618200274
resnet152 0.008 avg pets 3.85546875 0.05953991413116455 0.2305605709552765 0.12753409147262573 180.55624600499868
resnet152 0.008 concat pets 3.875 0.05953991413116455 0.21205921471118927 0.12972329556941986 180.0560505540343
resnet152 0.008 avg pets 3.876953125 0.06224626302719116 0.22861579060554504 0.14289546012878418 179.00810760399327
resnet152 0.008 concat pets 3.875 0.06901216506957997 0.25338122248649597 0.12881453335285187 181.237523051037
resnet152 0.008 avg pets 3.85546875 0.06021648645401001 0.22675973176956177 0.14351201057434082 180.2977775890031
resnet152 0.008 concat pets 3.875 0.06224626302719116 0.20957784354686737 0.13509725034236908 181.12458833801793
resnet101 0.008 avg pets 2.8203125 0.07510149478912365 0.24623391032218933 0.1917482763528824 132.66594343894394
resnet101 0.008 concat pets 2.845703125 0.07374829053878784 0.2558560073375702 0.17562688887119293 133.88438786397455
resnet101 0.008 avg pets 2.8203125 0.06833559274673462 0.2496294528245926 0.18928766250610352 134.65204239700688
resnet101 0.008 concat pets 2.82421875 0.07307171821594238 0.2421364039182663 0.1749732494354248 129.4155898419558
resnet101 0.008 avg pets 2.8046875 0.0967523455619812 0.3930859863758087 0.19416582584381104 132.47543500497704
resnet101 0.008 concat pets 2.845703125 0.07442492246627797 0.2457098662853241 0.16746029257774353 133.55376703996444
regnety_120 0.008 avg pets 4.083984375 0.04871445894241322 0.1838265210390091 0.03148278594017029 212.71425403904868
regnety_120 0.008 concat pets 4.13671875 0.05480378866195679 0.22802181541919708 0.03233607858419418 213.40465958800633
regnety_120 0.008 avg pets 4.083984375 0.04736131429672241 0.2097951173782349 0.04793183878064155 212.01210197695764
regnety_120 0.008 concat pets 4.13671875 0.04600811004638683 0.20809927582740784 0.03645307570695877 211.98704020603327
regnety_120 0.008 avg pets 4.083984375 0.052097439765930176 0.19527404010295868 0.04627321660518646 212.2372693489888
regnety_120 0.008 concat pets 4.13671875 0.04533153772354115 0.2018062025308609 0.04546944051980972 213.84355538297677
regnety_016 0.008 avg pets 1.615234375 0.06359946727752686 0.22523173689842224 0.1207609623670578 140.19888497702777
regnety_016 0.008 concat pets 1.615234375 0.06156969070434559 0.22126035392284393 0.09718713909387589 143.2168734699953
regnety_016 0.008 avg pets 1.615234375 0.06224626302719116 0.21442259848117828 0.11421136558055878 144.22919113497483
regnety_016 0.008 concat pets 1.615234375 0.05683356523513805 0.21005113422870636 0.10082057118415833 140.99975841096602
regnety_016 0.008 avg pets 1.615234375 0.0575101375579834 0.2215210497379303 0.09212017059326172 143.005901239987
regnety_016 0.008 concat pets 1.615234375 0.06021648645401001 0.21652473509311676 0.09004684537649155 144.24013718002243
regnety_008 0.008 avg pets 1.044921875 0.06901216506957997 0.2101074904203415 0.14683230221271515 94.7419026090065
regnety_008 0.008 concat pets 1.052734375 0.075778067111969 0.2398970723152161 0.12030047923326492 97.94500330003213
regnety_008 0.008 avg pets 1.044921875 0.07307171821594238 0.25107839703559875 0.15886953473091123 99.16002027801004
regnety_008 0.008 avg pets 1.044921875 0.06698238849639881 0.2315359115600586 0.15897603332996368 97.36293179600034
regnety_008 0.008 concat pets 1.052734375 0.06901216506957997 0.25194141268730164 0.12803226709365845 97.06560129200808
regnety_008 0.008 concat pets 1.052734375 0.07239514589309681 0.2478414624929428 0.1269438862800598 98.28734855598304
regnety_006 0.008 avg pets 0.9140625 0.06562924385070801 0.21176861226558685 0.15632838010787964 95.90011789998972
regnety_006 0.008 avg pets 0.9140625 0.06562924385070801 0.22503481805324552 0.15810109674930573 99.04176571097923
regnety_006 0.008 concat pets 0.9140625 0.0717185139656068 0.22863653302192688 0.16566652059555054 98.5186143189785
regnety_006 0.008 concat pets 0.9140625 0.07104194164276123 0.23999418318271637 0.1492975950241089 93.9121893349802
regnety_006 0.008 avg pets 0.9140625 0.07442492246627797 0.23167896270751953 0.15352606773376465 98.34632544202032
regnety_006 0.008 concat pets 0.9140625 0.07374829053878784 0.24670442938804624 0.15008656680583954 98.56690811901352
regnety_004 0.008 avg pets 0.837890625 0.08119082450866699 0.2799268066883087 0.22889268398284912 101.14121475600405
regnety_004 0.008 avg pets 0.837890625 0.08254396915435802 0.28432685136795044 0.2305557280778885 101.90035011898726
regnety_004 0.008 concat pets 0.853515625 0.0838971734046936 0.2749654948711395 0.22848199307918549 101.59612850000848
regnety_004 0.008 concat pets 0.853515625 0.08930987119674683 0.29336029291152954 0.18455258011817932 97.75814279098996
regnety_004 0.008 avg pets 0.837890625 0.08525031805038441 0.276858389377594 0.20499514043331143 100.38073196297046
regnety_004 0.008 concat pets 0.853515625 0.08930987119674683 0.2804557979106903 0.1905160546302795 100.9961851540138
regnety_002 0.008 avg pets 0.494140625 0.1021651029586792 0.3072872757911682 0.32929369807243347 87.19445576402359
regnety_002 0.008 concat pets 0.490234375 0.10148847103118896 0.34328243136405945 0.2576044797897339 87.07706692197826
regnety_002 0.008 avg pets 0.494140625 0.1008118987083435 0.32391220331192017 0.31247982382774353 87.3377878019819
regnety_002 0.008 concat pets 0.490234375 0.10825437307357788 0.35929715633392334 0.24625352025032043 86.90852861403255
regnety_002 0.008 avg pets 0.494140625 0.10893100500106812 0.3310990035533905 0.2948439121246338 87.1627621059888
regnety_002 0.008 concat pets 0.490234375 0.10351824760437012 0.32492008805274963 0.26339027285575867 88.98838346096454
regnetx_160 0.008 avg pets 4.515625 0.05142086744308483 0.2335933148860931 0.03830414265394211 218.86893821001289
regnetx_160 0.008 concat pets 4.515625 0.049391090869903564 0.2073343396186829 0.04123134911060333 221.1708659550059
regnetx_160 0.008 avg pets 4.515625 0.04871445894241322 0.18688899278640747 0.046659741550683975 218.2357078479836
regnetx_160 0.008 concat pets 4.515625 0.05615699291229237 0.21964682638645172 0.045917708426713943 217.3980512759881
regnetx_160 0.008 avg pets 4.515625 0.05006766319274902 0.2249104231595993 0.03478052839636803 219.91031727101657
regnetx_160 0.008 concat pets 4.515625 0.058186709880828746 0.235087126493454 0.041551828384399414 221.13294498197504
regnetx_120 0.008 avg pets 3.671875 0.04871445894241322 0.22448596358299255 0.03345640376210213 194.8297604120453
regnetx_120 0.008 concat pets 3.70703125 0.043978333473205566 0.21361613273620603 0.03734349831938744 196.576626374037
regnetx_120 0.008 avg pets 3.671875 0.04736131429672241 0.22891351580619812 0.03804755583405495 196.73784939496545
regnetx_120 0.008 concat pets 3.70703125 0.05412721633911122 0.21591155230998993 0.03998103737831116 194.22590878402116
regnetx_120 0.008 avg pets 3.671875 0.05074423551559437 0.21973535418510437 0.03501177206635475 195.5644242980052
regnetx_120 0.008 concat pets 3.70703125 0.04736131429672241 0.214346781373024 0.034340135753154755 197.2165387499845
regnetx_080 0.008 avg pets 2.564453125 0.05142086744308483 0.22926846146583557 0.04677692428231239 130.6214182979893
regnetx_080 0.008 concat pets 2.615234375 0.0575101375579834 0.23287925124168396 0.042477644979953766 133.48512995999772
regnetx_080 0.008 avg pets 2.564453125 0.0588633418083192 0.2418115586042404 0.0473625548183918 135.62840562104248
regnetx_080 0.008 concat pets 2.615234375 0.05412721633911122 0.22376900911331177 0.04269387573003769 131.31702273205156
regnetx_080 0.008 avg pets 2.564453125 0.053450584411621205 0.21398894488811493 0.047804296016693115 133.60905864700908
regnetx_080 0.008 concat pets 2.615234375 0.0629228949546814 0.23955947160720825 0.045967087149620056 135.23017661797348
regnetx_064 0.008 concat pets 2.767578125 0.0588633418083192 0.23578016459941864 0.05318841710686684 153.986840150028
regnetx_064 0.008 avg pets 2.853515625 0.052097439765930176 0.2262682020664215 0.07162652909755707 150.45566648000386
regnetx_064 0.008 avg pets 2.853515625 0.049391090869903564 0.22474294900894165 0.04241733253002167 150.43287114502164
regnetx_064 0.008 concat pets 2.767578125 0.06698238849639881 0.2697980999946594 0.04772781953215599 152.21037724701455
regnetx_064 0.008 avg pets 2.853515625 0.05142086744308483 0.21427734196186063 0.039584800601005554 152.9127301160479
regnetx_064 0.008 concat pets 2.767578125 0.053450584411621205 0.23826920986175537 0.057471007108688354 151.38365279999562
regnetx_040 0.008 avg pets 2.083984375 0.0575101375579834 0.2063329964876175 0.0627341940999031 132.17115291400114
regnetx_040 0.008 concat pets 2.091796875 0.06562924385070801 0.23593245446681976 0.060688164085149765 131.28751852700952
regnetx_040 0.008 avg pets 2.083984375 0.05615699291229237 0.22731409966945648 0.05768799036741257 130.64869427797385
regnetx_040 0.008 concat pets 2.091796875 0.0575101375579834 0.20630832016468048 0.05162849649786949 127.91163991601206
regnetx_040 0.008 avg pets 2.083984375 0.055480360984802246 0.20854908227920532 0.05879131704568863 130.66145114100073
regnetx_040 0.008 concat pets 2.091796875 0.0575101375579834 0.22361668944358823 0.055935442447662354 130.96425892499974
regnetx_032 0.008 avg pets 2.16796875 0.04736131429672241 0.2010887116193771 0.07757461816072464 123.79527464497367
regnetx_032 0.008 concat pets 2.16796875 0.05006766319274902 0.19206905364990232 0.07184305042028427 129.0169753889786
regnetx_032 0.008 avg pets 2.16796875 0.05006766319274902 0.2032630890607834 0.06700938194990158 129.92265625402797
regnetx_032 0.008 concat pets 2.16796875 0.05683356523513805 0.2161361873149872 0.05869511142373085 124.46566352096852
regnetx_032 0.008 avg pets 2.16796875 0.05615699291229237 0.21647699177265167 0.07717373222112656 128.12534537998727
regnetx_032 0.008 concat pets 2.16796875 0.05074423551559437 0.2062663733959198 0.05687156319618225 128.9802119199885
regnetx_016 0.008 avg pets 1.369140625 0.06765902042388916 0.2425199449062347 0.11818789690732956 91.2926057529985
regnetx_016 0.008 concat pets 1.369140625 0.06698238849639881 0.2522212862968445 0.0902293100953102 92.3687220760039
regnetx_016 0.008 avg pets 1.369140625 0.06495261192321777 0.2491704523563385 0.09310269355773926 93.40399228298338
regnetx_016 0.008 concat pets 1.369140625 0.07104194164276123 0.26204660534858704 0.09753680229187012 88.65808749297867
regnetx_016 0.008 avg pets 1.369140625 0.06698238849639881 0.24804964661598208 0.10699421167373656 93.39464970497647
regnetx_016 0.008 concat pets 1.369140625 0.05953991413116455 0.2340422123670578 0.08903457969427109 93.9841810989892
regnetx_008 0.008 avg pets 0.9765625 0.07510149478912365 0.2530888319015503 0.16134338080883026 81.93718523101415
regnetx_008 0.008 concat pets 0.9765625 0.07036536931991577 0.24787458777427673 0.13281245529651642 83.24933723796858
regnetx_008 0.008 avg pets 0.9765625 0.0784844160079956 0.2503143548965454 0.17631597816944122 85.61581900296733
regnetx_008 0.008 concat pets 0.9765625 0.07780784368515004 0.24284331500530243 0.13752436637878418 81.98347104497952
regnetx_008 0.008 avg pets 0.9765625 0.0784844160079956 0.249899297952652 0.14994119107723236 83.83653482299997
regnetx_008 0.008 concat pets 0.9765625 0.07780784368515004 0.2543623149394989 0.12930910289287567 85.42970456398325
regnetx_006 0.008 avg pets 0.76171875 0.08254396915435802 0.267121285200119 0.1673755645751953 79.01841105002677
regnetx_006 0.008 concat pets 0.73046875 0.08051419258117676 0.27138757705688477 0.15408429503440857 81.4043504819856
regnetx_006 0.008 avg pets 0.76171875 0.07645463943481445 0.25758740305900574 0.19033704698085785 81.44798960798653
regnetx_006 0.008 avg pets 0.76171875 0.08119082450866699 0.26145491003990173 0.1890339553356171 80.55011214199476
regnetx_006 0.008 concat pets 0.73046875 0.07104194164276123 0.2538204491138458 0.16174396872520447 78.59255497000413
regnetx_006 0.008 concat pets 0.73046875 0.08322054147720337 0.27586135268211365 0.15386711061000824 81.21856737002963
regnetx_004 0.008 avg pets 0.60546875 0.08525031805038441 0.298623651266098 0.2450601756572723 92.34479082498
regnetx_004 0.008 concat pets 0.611328125 0.09066307544708241 0.3306289613246918 0.2113955020904541 92.55254603398498
regnetx_004 0.008 avg pets 0.60546875 0.08930987119674683 0.29990851879119873 0.27327418327331543 93.49089872703188
regnetx_004 0.008 concat pets 0.611328125 0.07645463943481445 0.2955596446990967 0.22079022228717804 90.86267638701248
regnetx_004 0.008 avg pets 0.60546875 0.08930987119674683 0.29807764291763306 0.26194384694099426 93.84639980102656
regnetx_004 0.008 concat pets 0.611328125 0.07780784368515004 0.3037446141242981 0.23746727406978607 94.49384863802698
regnetx_002 0.008 avg pets 0.466796875 0.09810554981231678 0.33049389719963074 0.35269105434417725 69.06612294499064
regnetx_002 0.008 concat pets 0.462890625 0.1062246561050415 0.3249867856502533 0.2625572681427002 74.35730124701513
regnetx_002 0.008 avg pets 0.466796875 0.10825437307357788 0.3306223452091217 0.30647942423820496 74.38178871100536
regnetx_002 0.008 concat pets 0.462890625 0.10554802417755127 0.33855095505714417 0.28790074586868286 70.12896984803956
regnetx_002 0.008 avg pets 0.466796875 0.10825437307357788 0.32767394185066223 0.3239961266517639 75.11917328799609
regnetx_002 0.008 concat pets 0.462890625 0.10960757732391357 0.32897961139678955 0.2895616292953491 74.801840886008
levit_384 0.008 avg pets 1.71875 0.06359946727752686 0.2239065170288086 0.10678156465291976 88.55222245497862
levit_384 0.008 concat pets 1.71875 0.06156969070434559 0.23130057752132416 0.12359017878770828 90.45787893602392
levit_384 0.008 avg pets 1.69921875 0.060893118381500244 0.2251057326793671 0.12112253159284592 92.69128723198082
levit_384 0.008 concat pets 1.69921875 0.06359946727752686 0.23990418016910553 0.1079624369740486 86.19909829896642
levit_384 0.008 avg pets 1.71875 0.0629228949546814 0.24581000208854675 0.10561010241508484 87.94190012500621
levit_384 0.008 concat pets 1.69921875 0.06359946727752686 0.2490471452474594 0.1208253726363182 92.24236490402836
levit_256 0.008 avg pets 1.03125 0.0717185139656068 0.2869662642478943 0.2101954072713852 82.68240976100788
levit_256 0.008 concat pets 1.03125 0.07645463943481445 0.27246594429016113 0.2197711616754532 86.37373550399207
levit_256 0.008 avg pets 1.03125 0.07916104793548584 0.27331358194351196 0.17742982506752014 86.76051327696769
levit_256 0.008 concat pets 1.03125 0.0771312713623048 0.584862470626831 0.17545628547668457 84.21544029499637
levit_256 0.008 avg pets 1.03125 0.07104194164276123 0.4750989377498626 0.21424847841262817 84.36917855998036
levit_256 0.008 concat pets 1.03125 0.07036536931991577 0.25579845905303955 0.2206404060125351 87.83766930998536
levit_192 0.008 avg pets 0.78125 0.08660352230072021 0.2792209982872009 0.27848953008651733 84.59588157595135
levit_192 0.008 concat pets 0.78125 0.08119082450866699 0.28438708186149597 0.25986242294311523 86.84150740900077
levit_192 0.008 avg pets 0.78125 0.07916104793548584 NaN 0.2764599919319153 87.02817099000094
levit_192 0.008 concat pets 0.78125 0.08254396915435802 0.28833863139152527 0.243032768368721 82.3857870750362
levit_192 0.008 concat pets 0.78125 0.08254396915435802 0.426879346370697 0.26375189423561096 86.57405763800489
levit_192 0.008 avg pets 0.78125 0.0838971734046936 0.2864064872264862 0.2640964984893799 86.44729944103165
levit_128s 0.008 avg pets 0.4921875 0.11366713047027588 1.1306822299957275 0.3877691924571991 71.38045354594942
levit_128s 0.008 concat pets 0.4921875 0.1190798282623291 0.6092053651809692 0.38959842920303345 75.25372930301819
levit_128s 0.008 avg pets 0.4921875 0.11366713047027588 0.36945661902427673 0.4009866416454315 76.16346174501814
levit_128s 0.008 concat pets 0.4921875 0.11028414964675903 0.3370679020881653 0.3626790940761566 73.00419118802529
levit_128s 0.008 avg pets 0.4921875 0.11299049854278564 0.4614750146865845 0.3882106244564056 72.30447399197146
levit_128s 0.008 concat pets 0.4921875 0.10554802417755127 0.3662065267562866 0.3789125084877014 78.05528670799686
levit_128 0.008 avg pets 0.650390625 0.10148847103118896 NaN 0.3010255694389343 82.81964537699241
levit_128 0.008 concat pets 0.650390625 0.09810554981231678 1.4395605325698853 0.30580437183380127 87.65037697198568
levit_128 0.008 avg pets 0.650390625 0.09066307544708241 0.5543064475059509 0.2958962619304657 86.70392660296056
levit_128 0.008 concat pets 0.650390625 0.08795672655105602 0.2942050099372864 0.302406370639801 86.07963322097203
levit_128 0.008 avg pets 0.650390625 0.10284167528152466 0.4101603925228119 0.2925243377685547 88.46613140200498
levit_128 0.008 concat pets 0.650390625 0.09472256898880005 0.6760499477386475 0.29952272772789 89.17645680502756
efficientnet_lite0 0.008 avg pets 1.494140625 0.09607577323913563 0.2978031635284424 0.2298805266618729 74.69785199203761
efficientnet_lite0 0.008 avg pets 1.494140625 0.09607577323913563 0.27801913022994995 0.21547548472881317 77.58896844799165
efficientnet_lite0 0.008 concat pets 1.51953125 0.09945875406265259 0.30108264088630676 0.2348364144563675 77.2465533860377
efficientnet_lite0 0.008 concat pets 1.51953125 0.09336942434310924 0.28862541913986206 0.19174526631832123 74.303646165994
efficientnet_lite0 0.008 avg pets 1.494140625 0.09269285202026356 0.3051395118236542 0.22649197280406952 76.19738823501393
efficientnet_lite0 0.008 concat pets 1.51953125 0.10351824760437012 0.31319496035575867 0.21009597182273865 77.75281511998037
efficientnet_es_pruned 0.008 avg pets 1.509765625 0.075778067111969 0.2465205043554306 0.1507352739572525 77.70734319300391
efficientnet_es_pruned 0.008 avg pets 1.509765625 0.07645463943481445 0.2508839964866638 0.15781016647815704 80.70151286298642
efficientnet_es_pruned 0.008 concat pets 1.533203125 0.08525031805038441 0.28073063492774963 0.12373869121074677 80.17413709301036
efficientnet_es_pruned 0.008 concat pets 1.533203125 0.07510149478912365 0.24884827435016632 0.16146647930145264 75.8997399060172
efficientnet_es_pruned 0.008 concat pets 1.53515625 0.06698238849639881 0.2382045686244965 0.1324610710144043 80.12192536401562
efficientnet_es_pruned 0.008 avg pets 1.5078125 0.07442492246627797 0.24586154520511627 0.18059714138507843 79.86114767898107
efficientnet_es 0.008 avg pets 1.5078125 0.0717185139656068 0.23323996365070343 0.15101216733455658 75.20894313597819
efficientnet_es 0.008 concat pets 1.533203125 0.07239514589309681 0.2443343847990036 0.1463746577501297 80.38829797704238
efficientnet_es 0.008 avg pets 1.5078125 0.0717185139656068 0.2347626686096191 0.13361917436122894 80.27845260495087
efficientnet_es 0.008 concat pets 1.53515625 0.07374829053878784 0.2671447694301605 0.15083900094032288 75.260311259015
efficientnet_es 0.008 avg pets 1.509765625 0.07510149478912365 0.23514732718467712 0.15926910936832428 76.9997763800202
efficientnet_es 0.008 concat pets 1.533203125 0.07307171821594238 0.22728784382343292 0.1061033383011818 79.58712442003889
efficientnet_b0 0.008 avg pets 1.66015625 0.09472256898880005 0.2785157561302185 0.18049664795398712 92.04466212599073
efficientnet_b0 0.008 concat pets 1.666015625 0.09133964776992798 0.29542502760887146 0.13055719435214996 95.06020838796394
efficientnet_b0 0.008 avg pets 1.66015625 0.08119082450866699 0.26849380135536194 0.16111518442630768 95.74063453596318
efficientnet_b0 0.008 concat pets 1.666015625 0.08525031805038441 0.27835550904273987 0.1263764202594757 93.47684731998017
efficientnet_b0 0.008 avg pets 1.66015625 0.08592694997787476 0.291109174489975 0.15984408557415009 95.29984127898932
efficientnet_b0 0.008 concat pets 1.666015625 0.09201622009277344 0.2827272117137909 0.1570509970188141 96.6291865640087
convnext_tiny_hnf 0.008 avg pets 2.9765625 0.05615699291229237 0.23158736526966095 0.03404602035880089 103.01416272699134
convnext_tiny_hnf 0.008 concat pets 2.990234375 0.053450584411621205 0.23061250150203705 0.025911742821335793 104.30670595896665
convnext_tiny_hnf 0.008 avg pets 2.99609375 0.052097439765930176 0.23506902158260343 0.028565313667058945 107.0058592169662
convnext_tiny_hnf 0.008 concat pets 2.970703125 0.058186709880828746 0.2513568699359894 0.030649181455373764 104.41479492496
convnext_tiny_hnf 0.008 avg pets 2.9765625 0.055480360984802246 0.2802605926990509 0.04475622624158859 103.55420519702602
convnext_tiny_hnf 0.008 concat pets 2.970703125 0.05480378866195679 0.2423151433467865 0.0287951473146677 106.0680002720328
convnext_tiny 0.008 avg pets 2.677734375 0.052097439765930176 0.20457126200199127 0.04448879882693291 95.12028976896543
convnext_tiny 0.008 concat pets 2.66015625 0.049391090869903564 0.21338307857513428 0.0446142815053463 93.47103538701776
convnext_tiny 0.008 avg pets 2.720703125 0.052097439765930176 0.2313850224018097 0.03634331747889519 96.25700992700877
convnext_tiny 0.008 concat pets 2.740234375 0.052097439765930176 0.21999260783195496 0.04273836687207222 95.72843017498964
convnext_tiny 0.008 avg pets 2.677734375 0.052097439765930176 0.2185573577880859 0.03380456939339638 92.76159947301494
convnext_tiny 0.008 concat pets 2.66015625 0.05074423551559437 0.2276495099067688 0.04969222471117973 96.1492773030186
convnext_small 0.008 avg pets 4.2109375 0.05412721633911122 0.226896733045578 0.04053997620940208 143.16423074703198
convnext_small 0.008 concat pets 4.232421875 0.052097439765930176 0.23513787984848025 0.04932180419564247 143.11269655404612
convnext_small 0.008 avg pets 4.2109375 0.05074423551559437 0.23407024145126343 0.04263750463724136 144.0898924770299
convnext_small 0.008 concat pets 4.2109375 0.0588633418083192 0.23971304297447205 0.03415582701563835 144.04190315899905
convnext_small 0.008 avg pets 4.2109375 0.05142086744308483 0.21101899445056915 0.04904606193304062 140.69350739900256
convnext_small 0.008 concat pets 4.23046875 0.053450584411621205 0.23396065831184387 0.04050685465335846 143.13834310497623
convnext_base 0.008 avg pets 5.890625 0.05142086744308483 0.2104610651731491 0.0344589427113533 180.24310083303135
convnext_base 0.008 concat pets 5.890625 0.04803788661956798 0.22061730921268463 0.03692266345024109 181.31193444295783
convnext_base 0.008 avg pets 5.873046875 0.04533153772354115 0.2201064825057983 0.03368569537997246 178.16737566003576
convnext_base 0.008 concat pets 5.87109375 0.04533153772354115 0.22972866892814636 0.04167500883340835 180.39985125995008
convnext_base 0.008 avg pets 5.87109375 0.04600811004638683 0.20023775100708008 0.03785960376262665 177.59854573803025
convnext_base 0.008 concat pets 5.87109375 0.049391090869903564 0.23159287869930267 0.03881346434354782 181.1487553290208
regnetz_e8 0.008 avg planet 7.443359375 0.06058824062347401 0.16696760058403015 0.1587846726179123 48.84380060597323
regnetz_e8 0.008 concat planet 7.46875 0.05941176414489757 0.15713664889335632 0.1670786291360855 45.17249817197444
regnetz_e8 0.008 avg planet 7.443359375 0.06176477670669556 0.1672043800354004 0.16207680106163025 46.65557510399958
regnetz_e8 0.008 concat planet 7.46875 0.05647057294845581 0.1502467691898346 0.17575280368328094 49.62858215603046
regnetz_e8 0.008 avg planet 7.443359375 0.06000000238418579 0.1719462275505066 0.1577753722667694 46.67431094002677
regnetz_e8 0.008 concat planet 7.46875 0.06176477670669556 0.15735028684139252 0.1740490198135376 47.423183437029365
regnetz_d8 0.008 avg planet 4.32421875 0.05676466226577759 0.1562410444021225 0.16475991904735565 33.702235669014044
regnetz_d8 0.008 concat planet 4.337890625 0.057646989822387584 0.15450885891914368 0.15497790277004242 31.698422082990874
regnetz_d8 0.008 concat planet 4.337890625 0.0535295009613036 0.14030030369758606 0.15543881058692932 35.50807723298203
regnetz_d8 0.008 avg planet 4.32421875 0.05470585823059082 0.15713723003864288 0.15754921734333038 35.38581124000484
regnetz_d8 0.008 avg planet 4.32421875 0.05441170930862438 0.15519943833351135 0.1596900075674057 34.39964454603614
regnetz_d8 0.008 concat planet 4.337890625 0.05529421567916881 0.15058685839176178 0.15972033143043518 34.492178942018654
regnetz_d32 0.008 avg planet 4.50390625 0.05735290050506603 0.1570000201463699 0.14996911585330963 35.64052648097277
regnetz_d32 0.008 concat planet 4.51953125 0.060000061988830566 0.1651206761598587 0.14363574981689453 31.95359513896983
regnetz_d32 0.008 avg planet 4.505859375 0.063235342502594 0.1651291400194168 0.1441059410572052 34.97066092095338
regnetz_d32 0.008 concat planet 4.51953125 0.05911755561828602 0.1609550267457962 0.1428925096988678 36.11667573801242
regnetz_d32 0.008 avg planet 4.50390625 0.05676466226577759 0.1506420522928238 0.14190809428691864 31.873280902043916
regnetz_d32 0.008 concat planet 4.51953125 0.060882389545440785 0.16966158151626587 0.1410040408372879 34.689202723966446
regnetz_c16 0.008 avg planet 3.1328125 0.05941176414489757 0.15617674589157104 0.1495075523853302 30.73289546300657
regnetz_c16 0.008 concat planet 3.158203125 0.05617642402648915 0.15679557621479034 0.151553675532341 28.23566041397862
regnetz_c16 0.008 concat planet 3.158203125 0.057647109031677246 0.15817126631736755 0.14944693446159363 31.091418077005073
regnetz_c16 0.008 avg planet 3.1328125 0.057941079139709584 0.14975082874298096 0.15329569578170776 30.586293777974788
regnetz_c16 0.008 avg planet 3.1328125 0.057646989822387584 0.15299396216869354 0.15741218626499176 27.35798581299605
regnetz_c16 0.008 concat planet 3.158203125 0.05941176414489757 0.16000677645206451 0.15425194799900055 30.41994925402105
regnetz_b16 0.008 avg planet 2.580078125 0.06352943181991577 0.175282821059227 0.1835046261548996 30.10399228701135
regnetz_b16 0.008 concat planet 2.587890625 0.05882352590560924 NaN 0.1795019954442978 26.30423447000794
regnetz_b16 0.008 avg planet 2.580078125 0.05911773443222035 1.566317439079285 0.1721666157245636 28.032524592010304
regnetz_b16 0.008 concat planet 2.587890625 0.05941176414489757 0.5739250183105469 0.17310060560703278 31.36137758003315
regnetz_b16 0.008 avg planet 2.580078125 0.06823533773422241 0.7801913619041443 0.18613044917583463 25.865825482993387
regnetz_b16 0.008 concat planet 2.587890625 0.057058870792388805 NaN 0.17844362556934357 28.60962821898283
regnetz_040h 0.008 avg planet 4.6171875 0.05382347106933605 0.14819854497909546 0.15308316051959991 37.52761259797262
regnetz_040h 0.008 concat planet 4.63671875 0.05676478147506725 0.1540089100599289 0.1436731219291687 33.741301784000825
regnetz_040h 0.008 avg planet 4.6171875 0.05882352590560924 0.16626808047294617 0.16180475056171417 35.09911151899723
regnetz_040h 0.008 concat planet 4.63671875 0.06176483631134044 1.3008811473846436 0.15374387800693512 38.652056685998105
regnetz_040h 0.008 avg planet 4.6171875 0.05441176891326904 0.16678230464458466 0.15128494799137115 33.69499551597983
regnetz_040h 0.008 concat planet 4.63671875 0.058235347270965576 0.16214512288570404 0.15380309522151947 35.1621002429747
regnetz_040 0.008 avg planet 4.59765625 0.06411772966384877 0.17328695952892303 0.1781003326177597 37.928630190959666
regnetz_040 0.008 concat planet 4.59765625 0.06529408693313599 0.17124353349208832 0.1836219877004623 33.09284221002599
regnetz_040 0.008 avg planet 4.59765625 0.06529408693313599 0.17906734347343445 0.17792396247386932 35.97363793302793
regnetz_040 0.008 concat planet 4.59765625 0.06588232517242443 0.1684848815202713 0.17692936956882477 36.5317733809934
regnetz_040 0.008 avg planet 4.59765625 0.06352943181991577 0.1707262247800827 0.17766082286834717 32.59087587503018
regnetz_040 0.008 concat planet 4.59765625 0.06735301017761242 0.17431983351707458 0.17985786497592926 35.00323135597864
mobilevit_xxs 0.008 avg planet 1.154296875 0.054705798625946045 0.134760320186615 0.1693570613861084 25.082443594001234
mobilevit_xxs 0.008 concat planet 1.15234375 0.04999995231628418 0.13906729221343994 0.15919718146324158 20.329963580006737
mobilevit_xxs 0.008 avg planet 1.154296875 0.04882347583770763 0.13564953207969666 0.17103248834609985 22.857353329018224
mobilevit_xxs 0.008 concat planet 1.15234375 0.04882347583770763 0.13115933537483215 0.1645054817199707 25.463238531025127
mobilevit_xxs 0.008 concat planet 1.15234375 0.04764699935913075 0.1383681446313858 0.16267408430576324 23.26154957996914
mobilevit_xxs 0.008 avg planet 1.154296875 0.04852938652038563 0.12826243042945862 0.17108254134655 21.49648112495197
mobilevit_xs 0.008 avg planet 2.349609375 0.05588239431381237 0.14359383285045624 0.17466650903224945 23.79649324400816
mobilevit_xs 0.008 avg planet 2.349609375 0.05500006675720204 0.1452983170747757 0.17431655526161194 25.203852511011064
mobilevit_xs 0.008 concat planet 2.361328125 0.052646994590759166 0.1423458456993103 0.16546833515167236 24.66837171796942
mobilevit_xs 0.008 concat planet 2.361328125 0.05588239431381237 0.15259787440299988 0.16331562399864197 24.36081488803029
mobilevit_xs 0.008 concat planet 2.361328125 0.05470597743988037 0.1474568247795105 0.16209137439727783 24.978709047019947
mobilevit_xs 0.008 avg planet 2.349609375 0.06088232994079601 0.14866331219673157 0.1769348829984665 24.31354286399437
mobilevit_s 0.008 avg planet 2.8203125 0.05676466226577759 0.1577826738357544 0.16231891512870789 25.054716237005778
mobilevit_s 0.008 concat planet 2.78125 0.058235347270965576 0.1549028754234314 0.15946239233016968 25.455407570989337
mobilevit_s 0.008 avg planet 2.8203125 0.05676466226577759 0.14828577637672424 0.164463609457016 25.843593584024347
mobilevit_s 0.008 concat planet 2.78125 0.05441170930862438 0.15629541873931885 0.16126640141010284 25.335126411984675
mobilevit_s 0.008 concat planet 2.78125 0.057647109031677246 0.1515158712863922 0.1591871976852417 25.947590003954247
mobilevit_s 0.008 avg planet 2.8203125 0.05823540687561035 0.15299977362155914 0.16204474866390228 25.39906163996784
efficientnetv2_rw_t 0.008 avg planet 2.3203125 0.05676466226577759 0.1472855508327484 0.1560620367527008 31.28028336400166
efficientnetv2_rw_t 0.008 concat planet 2.318359375 0.05558824539184559 0.15280714631080627 0.147577166557312 31.472489775973372
efficientnetv2_rw_t 0.008 avg planet 2.3203125 0.05558824539184559 0.15425273776054382 0.1546681970357895 32.02661658800207
efficientnetv2_rw_t 0.008 concat planet 2.318359375 0.059411823749542236 0.15581677854061127 0.1577490121126175 28.73403776501073
efficientnetv2_rw_t 0.008 avg planet 2.3203125 0.05911767482757557 0.15067657828330994 0.15622058510780334 31.896226678043604
efficientnetv2_rw_t 0.008 concat planet 2.318359375 0.05735290050506603 0.15585346519947052 0.15162886679172516 32.6163820780348
efficientnetv2_rw_s 0.008 avg planet 3.1328125 0.05911767482757557 0.15828031301498413 0.16321872174739838 30.15200325899059
efficientnetv2_rw_s 0.008 concat planet 3.146484375 0.06117653846740723 0.16957257688045502 0.16296444833278656 32.65070060000289
efficientnetv2_rw_s 0.008 avg planet 3.1328125 0.063235342502594 0.15861058235168457 0.16578324139118197 33.14153469901066
efficientnetv2_rw_s 0.008 concat planet 3.146484375 0.06411767005920399 0.17342178523540497 0.16179347038269043 30.094746993039735
efficientnetv2_rw_s 0.008 avg planet 3.1328125 0.058235347270965576 0.1537565290927887 0.163351908326149 32.96615709498292
efficientnetv2_rw_s 0.008 concat planet 3.146484375 0.059705913066864014 0.1618616133928299 0.17457163333892822 33.13736981304828
efficientnetv2_rw_m 0.008 avg planet 5.525390625 0.06088232994079601 0.16121183335781095 0.16160641610622406 38.56844701501541
efficientnetv2_rw_m 0.008 concat planet 5.56640625 0.060588300228118785 0.1668650060892105 0.15876643359661102 41.25043122598436
efficientnetv2_rw_m 0.008 avg planet 5.525390625 0.057647109031677246 0.16133716702461243 0.15960350632667542 43.73254928702954
efficientnetv2_rw_m 0.008 avg planet 5.525390625 0.057058870792388805 0.15554071962833405 0.16204014420509338 40.69572531298036
efficientnetv2_rw_m 0.008 concat planet 5.56640625 0.05617654323577881 0.15986405313014984 0.1627640426158905 40.77937747200485
efficientnetv2_rw_m 0.008 concat planet 5.56640625 0.06029409170150757 0.1731870472431183 0.15930521488189697 42.99499282101169
convnext_tiny_in22k 0.008 avg planet 2.677734375 0.038823485374450795 0.11381453275680542 0.14198118448257446 24.21310865000123
convnext_tiny_in22k 0.008 concat planet 2.740234375 0.042058765888214 0.1163347139954567 0.14053726196289062 24.871767392964102
convnext_tiny_in22k 0.008 avg planet 2.677734375 0.03941178321838379 0.1150364801287651 0.13489855825901031 24.955145817017183
convnext_tiny_in22k 0.008 concat planet 2.66015625 0.04529404640197765 0.11773903667926788 0.134938046336174 22.014423568965867
convnext_tiny_in22k 0.008 avg planet 2.720703125 0.039705872535705566 0.11338350921869278 0.1421089619398117 24.360613528988324
convnext_tiny_in22k 0.008 concat planet 2.66015625 0.04323524236679077 0.1157272458076477 0.132586732506752 26.040239143010695
convnext_small_in22k 0.008 avg planet 4.2109375 0.04411756992340077 0.12350353598594666 0.14419667422771454 29.35532350698486
convnext_small_in22k 0.008 concat planet 4.2109375 0.041470468044281006 0.1226692944765091 0.1396665871143341 30.497057633008808
convnext_small_in22k 0.008 avg planet 4.2109375 0.04441171884536743 0.11854053288698196 0.1453240066766739 32.07128361600917
convnext_small_in22k 0.008 concat planet 4.2109375 0.04529404640197765 0.12383855134248734 0.1378359496593475 28.44687945500482
convnext_small_in22k 0.008 avg planet 4.23046875 0.04441171884536743 0.12453904747962952 0.14173033833503723 31.430341098981444
convnext_small_in22k 0.008 concat planet 4.2109375 0.04323524236679077 0.12166805565357208 0.13378778100013733 31.96207998204045
convnext_large_in22k 0.008 avg planet 9.93359375 0.042352914810180775 0.11275842040777206 0.13250409066677094 47.05334026599303
convnext_large_in22k 0.008 concat planet 9.884765625 0.041176438331604004 0.10898250341415404 0.12918667495250702 49.51725355099188
convnext_large_in22k 0.008 avg planet 9.93359375 0.04029411077499401 0.11412186920642851 0.12888619303703308 51.28992607101099
convnext_large_in22k 0.008 avg planet 9.93359375 0.04029411077499401 0.11621931195259094 0.12857918441295624 48.57468894898193
convnext_large_in22k 0.008 concat planet 9.884765625 0.04352933168411244 0.11775298416614532 0.12431897222995758 48.81791673100088
convnext_large_in22k 0.008 concat planet 9.884765625 0.042058765888214 0.11046512424945833 0.1287268102169037 51.09067253500689
convnext_base_in22k 0.008 avg planet 5.890625 0.03941178321838379 0.1184677630662918 0.1320033818483353 34.345031072967686
convnext_base_in22k 0.008 concat planet 5.90625 0.04058820009231556 0.11628533154726028 0.12823064625263214 34.30524357804097
convnext_base_in22k 0.008 avg planet 5.87109375 0.04323524236679077 0.11915631592273712 0.13691546022891998 36.32281793799484
convnext_base_in22k 0.008 avg planet 5.87109375 0.04352933168411244 0.11692659556865692 0.1366739124059677 34.271338566963095
convnext_base_in22k 0.008 concat planet 5.90625 0.04264700412750244 0.1147056594491005 0.133628711104393 34.22033763502259
convnext_base_in22k 0.008 concat planet 5.88671875 0.04382348060607921 0.1265275627374649 0.13485343754291534 36.345459636999294
swinv2_cr_tiny_ns_224 0.008 avg planet 3.3828125 0.03970581293106079 0.11613141000270844 0.1464039981365204 27.046397589030676
swinv2_cr_tiny_ns_224 0.008 concat planet 3.330078125 0.04029405117034923 0.1139501854777336 0.14967314898967743 29.33416827500332
swinv2_cr_tiny_ns_224 0.008 avg planet 3.302734375 0.036176443099975586 0.1085735410451889 0.14702588319778442 30.247152352996636
swinv2_cr_tiny_ns_224 0.008 concat planet 3.330078125 0.038235247135162354 0.11423881351947784 0.14278075098991394 26.54773105797358
swinv2_cr_tiny_ns_224 0.008 avg planet 3.3828125 0.04352933168411244 0.11654649674892426 0.15219078958034515 28.7098541429732
swinv2_cr_tiny_ns_224 0.008 concat planet 3.37109375 0.039411723613739014 0.11398770660161972 0.1406639665365219 30.777177962008864
swinv2_cr_small_ns_224 0.008 avg planet 5.396484375 0.04147058725357056 0.1197940856218338 0.15840373933315277 35.885517050977796
swinv2_cr_small_ns_224 0.008 concat planet 5.3828125 0.042352855205536 0.1179247871041298 0.14397954940795898 39.46570966998115
swinv2_cr_small_ns_224 0.008 avg planet 5.380859375 0.042058765888214 0.118427611887455 0.15435220301151276 39.88444580702344
swinv2_cr_small_ns_224 0.008 concat planet 5.3828125 0.03911757469177235 0.11112229526042938 0.15606120228767395 38.23728509404464
swinv2_cr_small_ns_224 0.008 avg planet 5.396484375 0.03588235378265381 0.10657432675361632 0.15765534341335297 39.253967401979025
swinv2_cr_small_ns_224 0.008 concat planet 5.3828125 0.037941157817840576 0.12042191624641418 0.1440761238336563 39.93181729601929
swinv2_cr_small_224 0.008 concat planet 5.330078125 0.04029411077499401 0.10883866995573044 0.14215929806232452 37.66732329799561
swinv2_cr_small_224 0.008 avg planet 5.32421875 0.04323524236679077 0.11430634558200836 0.14231963455677032 37.25085559103172
swinv2_cr_small_224 0.008 avg planet 5.32421875 0.036176443099975586 0.10658924281597136 0.15103641152381897 40.12692601600429
swinv2_cr_small_224 0.008 concat planet 5.330078125 0.04411756992340077 0.11834900826215744 0.13907775282859802 39.03119887999492
swinv2_cr_small_224 0.008 avg planet 5.30078125 0.04411756992340077 0.11769979447126389 0.15013378858566284 39.87807794398395
swinv2_cr_small_224 0.008 concat planet 5.310546875 0.041764676570892445 0.11870445311069489 0.1453278809785843 39.812527293979656
swin_tiny_patch4_window7_224 0.008 avg planet 2.81640625 0.041176438331604004 0.11724863946437836 0.16659492254257202 25.993402149004396
swin_tiny_patch4_window7_224 0.008 avg planet 2.796875 0.04058820009231556 0.1126045137643814 0.161507248878479 25.790094270021655
swin_tiny_patch4_window7_224 0.008 concat planet 2.81640625 0.041764676570892445 0.11029475182294846 0.1606275737285614 26.45246815797873
swin_tiny_patch4_window7_224 0.008 concat planet 2.81640625 0.04529404640197765 0.11841859668493272 0.16407600045204165 25.86337266699411
swin_tiny_patch4_window7_224 0.008 avg planet 2.796875 0.04441171884536743 0.11787836998701096 0.15981288254261017 25.86646270402707
swin_tiny_patch4_window7_224 0.008 concat planet 2.81640625 0.045000016689300426 0.12346961349248886 0.16115516424179077 26.6716012909892
swin_small_patch4_window7_224 0.008 avg planet 4.517578125 0.03794121742248535 0.1031067818403244 0.14961616694927216 33.73097600199981
swin_small_patch4_window7_224 0.008 concat planet 4.517578125 0.041176438331604004 0.11381132155656816 0.1546255201101303 33.61211188597372
swin_small_patch4_window7_224 0.008 avg planet 4.486328125 0.03794121742248535 0.10589094460010529 0.15476666390895844 34.31755888997577
swin_small_patch4_window7_224 0.008 avg planet 4.486328125 0.04147058725357056 0.11565815657377244 0.15472424030303955 32.27564922400052
swin_small_patch4_window7_224 0.008 concat planet 4.517578125 0.04529404640197765 0.12017465382814407 0.1578877419233322 31.928642544953615
swin_small_patch4_window7_224 0.008 concat planet 4.486328125 0.041176438331604004 0.1156838834285736 0.14960305392742157 35.0432366799796
swin_s3_tiny_224 0.008 concat planet 3.126953125 0.04147058725357056 0.11378244310617448 0.16026723384857178 25.695699258998506
swin_s3_tiny_224 0.008 avg planet 3.126953125 0.04411768913269043 0.12291162461042404 0.15745866298675537 24.819014097971376
swin_s3_tiny_224 0.008 avg planet 3.126953125 0.04352933168411244 0.11688680946826936 0.1648264080286026 28.23509864101652
swin_s3_tiny_224 0.008 concat planet 3.126953125 0.041176438331604004 0.11098198592662813 0.15762057900428772 24.45999662100803
swin_s3_tiny_224 0.008 avg planet 3.126953125 0.041764676570892445 0.11294368654489516 0.1610666811466217 26.23747574799927
swin_s3_tiny_224 0.008 concat planet 3.126953125 0.04029405117034923 0.1111331358551979 0.15959279239177704 28.681156743958127
swin_s3_small_224 0.008 avg planet 6.25390625 0.04411768913269043 0.12482059746980669 0.15600718557834625 35.36353248998057
swin_s3_small_224 0.008 concat planet 6.25390625 0.042352914810180775 0.11847449094057085 0.14607828855514526 38.72608025500085
swin_s3_small_224 0.008 avg planet 6.25390625 0.041176438331604004 0.10694973915815352 0.1554437279701233 39.64260403602384
swin_s3_small_224 0.008 concat planet 6.25390625 0.04088234901428223 0.1135326474905014 0.15473179519176483 38.10193977999734
swin_s3_small_224 0.008 avg planet 6.25390625 0.042941153049468994 0.12018223851919174 0.14799179136753082 38.58155812800396
swin_s3_small_224 0.008 concat planet 6.25390625 0.04352933168411244 0.11795002222061156 0.15123125910758972 39.414857126015704
swin_s3_base_224 0.008 avg planet 7.8828125 0.046470463275909424 0.12657706439495087 0.1560496687889099 41.811679941019975
swin_s3_base_224 0.008 concat planet 7.8828125 0.04441171884536743 0.11099334806203842 0.14736559987068176 46.27891789202113
swin_s3_base_224 0.008 avg planet 7.8828125 0.04382348060607921 0.11631716042757034 0.14945517480373385 46.89344479498686
swin_s3_base_224 0.008 concat planet 7.8828125 0.04382348060607921 0.1188807487487793 0.1479780524969101 42.23238176899031
swin_s3_base_224 0.008 avg planet 7.8828125 0.045588135719299205 0.11920998245477676 0.15278026461601257 45.57451175095048
swin_s3_base_224 0.008 concat planet 7.8828125 0.04323524236679077 0.12135116755962372 0.14911440014839172 47.64189109497238
swin_large_patch4_window7_224_in22k 0.008 avg planet 10.439453125 0.039117634296417236 0.10900640487670898 0.13537180423736572 53.08111733297119
swin_large_patch4_window7_224_in22k 0.008 concat planet 10.48046875 0.037352919578552246 0.10754081606864928 0.14214594662189484 56.596662433003075
swin_large_patch4_window7_224_in22k 0.008 avg planet 10.48046875 0.03764700889587402 0.10725706815719604 0.1386455595493317 57.06695348303765
swin_large_patch4_window7_224_in22k 0.008 concat planet 10.439453125 0.03852945566177357 0.10578171908855438 0.1366419494152069 52.94627756503178
swin_large_patch4_window7_224_in22k 0.008 avg planet 10.48046875 0.03647059202194203 0.10000067949295044 0.13874448835849762 55.07009175803978
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swin_large_patch4_window7_224 0.008 avg planet 10.48046875 0.04029405117034923 0.11280666291713716 0.1387496143579483 52.09745338198263
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swin_base_patch4_window7_224_in22k 0.008 avg planet 6.310546875 0.03705877065658558 0.10816314071416856 0.1448879987001419 37.115592877031304
swin_base_patch4_window7_224_in22k 0.008 concat planet 6.310546875 0.03970581293106079 0.10907144844532012 0.14574024081230164 38.34388775099069
swin_base_patch4_window7_224_in22k 0.008 avg planet 6.310546875 0.037352919578552246 0.10579895228147508 0.14973227679729462 40.0176944960258
swin_base_patch4_window7_224_in22k 0.008 concat planet 6.283203125 0.04000002145767201 0.11118938773870468 0.1389734297990799 38.1809366439702
swin_base_patch4_window7_224_in22k 0.008 concat planet 6.283203125 0.041176438331604004 0.10712064802646636 0.14626780152320862 39.228869104990736
swin_base_patch4_window7_224_in22k 0.008 avg planet 6.283203125 0.039411723613739014 0.1022081971168518 0.14428935945034027 38.87845441600075
swin_base_patch4_window7_224 0.008 avg planet 6.310546875 0.03882354497909557 0.10923610627651216 0.1588810831308365 37.62205783399986
swin_base_patch4_window7_224 0.008 concat planet 6.310546875 0.041764676570892445 0.11691555380821228 0.16081911325454712 37.848705680982675
swin_base_patch4_window7_224 0.008 avg planet 6.310546875 0.04088234901428223 0.11535178869962692 0.14832371473312378 39.93197070201859
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swin_base_patch4_window7_224 0.008 concat planet 6.283203125 0.04147058725357056 0.1182263121008873 0.14933346211910248 39.8359910750296
swin_base_patch4_window7_224 0.008 avg planet 6.283203125 0.04117637872695923 0.1146693304181099 0.1459653675556183 39.52396001003217
vit_tiny_r_s16_p8_224 0.008 avg planet 0.78515625 0.05382347106933605 0.13793319463729858 0.15339750051498413 20.859862773038913
vit_tiny_r_s16_p8_224 0.008 avg planet 0.78515625 0.04823523759841919 0.1295396089553833 0.15264956653118134 21.521940652979534
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vit_tiny_r_s16_p8_224 0.008 avg planet 0.78515625 0.05029404163360596 0.1314866840839386 0.15818588435649872 21.125194346997887
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vit_tiny_patch16_224 0.008 avg planet 1.0703125 0.04323524236679077 0.12051164358854294 0.15665040910243988 19.721843791019637
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vit_tiny_patch16_224 0.008 avg planet 1.0703125 0.04411756992340077 0.11824586987495422 0.1549619734287262 21.35334832599619
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vit_small_r26_s32_224 0.008 avg planet 3.3671875 0.04352933168411244 0.12533943355083466 0.13644970953464508 23.00844355300069
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vit_small_patch32_224 0.008 avg planet 0.775390625 0.04588228464126598 0.13230204582214355 0.14239387214183807 18.49286068300717
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vit_small_patch16_224 0.008 avg planet 2.12109375 0.042941153049468994 0.11362873017787932 0.1387830525636673 20.075386599986818
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vit_small_patch16_224 0.008 avg planet 2.12109375 0.04323524236679077 0.11172474175691605 0.14047576487064362 23.44208190997597
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vit_base_patch32_224_sam 0.008 avg planet 2.755859375 0.04088234901428223 0.11543276160955428 0.1352679431438446 18.56744659197284
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vit_base_patch32_224_sam 0.008 avg planet 2.755859375 0.041176438331604004 0.12025845795869829 0.13517586886882782 22.754421922028996
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vit_base_patch32_224_sam 0.008 avg planet 2.755859375 0.044705867767333984 0.1242985725402832 0.13652338087558746 21.711461726983543
vit_base_patch32_224_sam 0.008 concat planet 2.755859375 0.03941178321838379 0.12145661562681198 0.1385657638311386 22.07556951296283
vit_base_patch32_224 0.008 avg planet 2.755859375 0.04205888509750355 0.11589571088552476 0.13032960891723633 20.1733822299866
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vit_base_patch32_224 0.008 avg planet 2.755859375 0.042941153049468994 0.11042825877666472 0.12877389788627625 22.14760515897069
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vit_base_patch32_224 0.008 avg planet 2.755859375 0.042352914810180775 0.12395286560058594 0.12778106331825256 21.575807849993
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vit_base_patch16_224_sam 0.008 avg planet 4.853515625 0.037941157817840576 0.11138690263032912 0.13152118027210236 31.513288047979582
vit_base_patch16_224_sam 0.008 avg planet 4.853515625 0.04088234901428223 0.10997022688388824 0.13642750680446625 32.68387921102112
vit_base_patch16_224_sam 0.008 concat planet 4.853515625 0.03999990224838257 0.10854193568229677 0.1343255341053009 31.983836100960616
vit_base_patch16_224_sam 0.008 avg planet 4.853515625 0.03911757469177235 0.11436330527067184 0.13217763602733612 30.52866135496879
vit_base_patch16_224_sam 0.008 concat planet 4.853515625 0.040882408618927 0.11528206616640092 0.13522417843341827 30.0218978819903
vit_base_patch16_224_sam 0.008 concat planet 4.853515625 0.04088228940963756 0.11337873339653017 0.13493521511554718 32.47297471197089
vit_base_patch16_224_miil 0.008 avg planet 4.853515625 0.041764676570892445 0.11979950964450836 0.1313377022743225 29.072040825965814
vit_base_patch16_224_miil 0.008 concat planet 4.853515625 0.037352919578552246 0.10854407399892808 0.1217578500509262 32.59095243999036
vit_base_patch16_224_miil 0.008 avg planet 4.853515625 0.041176438331604004 0.11158782988786696 0.12678980827331543 32.674769718025345
vit_base_patch16_224_miil 0.008 concat planet 4.853515625 0.042941153049468994 0.11939080059528352 0.12420757114887238 28.1310620289878
vit_base_patch16_224_miil 0.008 avg planet 4.853515625 0.03705877065658558 0.10843059420585632 0.1298329085111618 32.30594693799503
vit_base_patch16_224_miil 0.008 concat planet 4.853515625 0.041764676570892445 0.11469007283449172 0.12216246873140336 32.896334684977774
vit_base_patch16_224 0.008 avg planet 4.853515625 0.03705877065658558 0.09870802611112596 0.1344192773103714 29.59978263999801
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vit_base_patch16_224 0.008 avg planet 4.853515625 0.038823485374450795 0.10636088252067566 0.1365896314382553 34.123268226976506
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vit_base_patch16_224 0.008 avg planet 4.853515625 0.03882354497909557 0.10091211646795271 0.12475163489580154 32.58491365698865
vit_base_patch16_224 0.008 concat planet 4.853515625 0.03970581293106079 0.10638291388750076 0.13130757212638855 34.25315712002339
resnetv2_50x1_bit_distilled 0.008 avg planet 3.892578125 0.047058820724487194 0.14194558560848236 0.121672622859478 24.473013963957783
resnetv2_50x1_bit_distilled 0.008 avg planet 3.892578125 0.04617643356323242 0.13701742887496948 0.11642896384000778 27.17559387703659
resnetv2_50x1_bit_distilled 0.008 concat planet 3.923828125 0.049411773681640625 0.1358773559331894 0.1150634065270424 24.822477435984183
resnetv2_50x1_bit_distilled 0.008 concat planet 3.923828125 0.05147057771682739 0.1588640809059143 0.11452194303274156 24.30609974102117
resnetv2_50x1_bit_distilled 0.008 avg planet 3.892578125 0.04794114828109741 0.14204668998718262 0.12170632928609848 25.89708166202763
resnetv2_50x1_bit_distilled 0.008 concat planet 3.923828125 0.042941153049468994 0.13199391961097717 0.1146520972251892 26.5322103590006
resnetv2_50 0.008 avg planet 1.6953125 0.05205887556076039 0.14511221647262573 0.17316840589046478 20.875989250955172
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resnetrs50 0.008 avg planet 2.419921875 0.04823523759841919 0.13105782866477966 0.1450389176607132 23.493237301998303
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resnetblur50 0.008 concat planet 2.232421875 0.04999995231628418 0.12903887033462524 0.14178703725337982 23.93719156703446
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levit_256 0.008 avg planet 1.029296875 0.05617636442184437 NaN 0.23169243335723877 23.038546935014892
levit_256 0.008 avg planet 1.029296875 0.06000000238418579 NaN 0.21488286554813385 22.72779538400937
levit_256 0.008 concat planet 1.03125 0.06235289573669445 NaN 0.21881382167339325 22.119607886997983
levit_256 0.008 concat planet 1.03515625 0.06823533773422241 NaN 0.22302192449569705 22.356784308038183
levit_192 0.008 avg planet 0.78125 0.06735289096832275 NaN 0.2212648242712021 20.173096203012392
levit_192 0.008 concat planet 0.78125 0.06735301017761242 NaN 0.2136259824037552 21.759468992997427
levit_192 0.008 avg planet 0.78125 0.07235300540924083 NaN 0.21520277857780457 23.9202450820012
levit_192 0.008 concat planet 0.78125 0.06970590353012085 NaN 0.22049130499362943 22.179562320001423
levit_192 0.008 concat planet 0.78125 0.06882363557815563 NaN 0.20962738990783691 22.670666455000173
levit_192 0.008 avg planet 0.78125 0.06852942705154419 NaN 0.2153984159231186 22.624176339944825
levit_128s 0.008 avg planet 0.4921875 0.06676465272903442 0.3458787202835083 0.2324763983488083 20.737232470011804
levit_128s 0.008 avg planet 0.4921875 0.06941175460815441 0.3324449062347412 0.23829956352710724 21.299751035985537
levit_128s 0.008 concat planet 0.4921875 0.06382352113723755 0.4638230502605438 0.24288201332092285 21.073164134984836
levit_128s 0.008 concat planet 0.4921875 0.07235300540924083 0.4212510287761688 0.25368964672088623 18.47770341602154
levit_128s 0.008 avg planet 0.4921875 0.06529420614242565 0.2846108675003052 0.24523724615573883 21.609589749015868
levit_128s 0.008 concat planet 0.4921875 0.06970596313476562 0.372106671333313 0.23549367487430573 22.01881644903915
levit_128 0.008 avg planet 0.650390625 0.06794118881225597 NaN 0.23741449415683744 19.63021514203865
levit_128 0.008 concat planet 0.650390625 0.06500005722045898 0.3302549719810486 0.2305307239294052 22.493392497010063
levit_128 0.008 avg planet 0.650390625 0.06294119358062744 NaN 0.24074581265449524 23.606645288993604
levit_128 0.008 avg planet 0.650390625 0.07323533296585083 NaN 0.24232159554958344 21.322321641026065
levit_128 0.008 concat planet 0.650390625 0.08882349729537964 4.530673027038574 0.2239476889371872 21.27418236696394
levit_128 0.008 concat planet 0.650390625 0.07411760091781616 NaN 0.2363157868385315 23.812007259984966
efficientnet_lite0 0.008 avg planet 1.494140625 0.06029409170150757 0.16078627109527588 0.1615181714296341 18.575656632019673
efficientnet_lite0 0.008 concat planet 1.51953125 0.05970597267150879 0.15841223299503326 0.16079463064670563 20.903858793957625
efficientnet_lite0 0.008 avg planet 1.494140625 0.06352943181991577 0.16953854262828827 0.16558048129081726 22.602445739030372
efficientnet_lite0 0.008 concat planet 1.51953125 0.06352943181991577 0.15680675208568573 0.16281336545944214 18.999927777040284
efficientnet_lite0 0.008 avg planet 1.494140625 0.06470590829849243 0.169034942984581 0.1681031882762909 21.8758241260075
efficientnet_lite0 0.008 concat planet 1.51953125 0.05588233470916759 0.14894869923591614 0.16227273643016815 22.081972473999485
efficientnet_es_pruned 0.008 avg planet 1.5078125 0.057647109031677246 0.14667612314224243 0.1583225578069687 20.350280291982926
efficientnet_es_pruned 0.008 avg planet 1.5078125 0.05558824539184559 0.1476987600326538 0.1630488485097885 22.24593926803209
efficientnet_es_pruned 0.008 concat planet 1.533203125 0.059999942779541016 0.16087989509105682 0.15831108391284943 21.93908263597405
efficientnet_es_pruned 0.008 concat planet 1.533203125 0.05470585823059082 0.14459332823753357 0.15547940135002136 20.410525348968804
efficientnet_es_pruned 0.008 avg planet 1.5078125 0.056470632553100586 0.149684339761734 0.16463810205459595 22.185120603011455
efficientnet_es_pruned 0.008 concat planet 1.533203125 0.057058870792388805 0.15873083472251892 0.1577947437763214 21.48037770699011
efficientnet_es 0.008 avg planet 1.5078125 0.0549999475479126 0.14402127265930176 0.15538589656352997 18.553100012009963
efficientnet_es 0.008 concat planet 1.533203125 0.05735290050506603 0.1508840769529343 0.15360163152217865 22.271911284013186
efficientnet_es 0.008 avg planet 1.5078125 0.05558824539184559 0.14579448103904724 0.15983089804649353 22.44866243802244
efficientnet_es 0.008 concat planet 1.533203125 0.058235228061676025 0.14834734797477722 0.15474088490009308 19.395389151002743
efficientnet_es 0.008 avg planet 1.5078125 0.05441176891326904 0.1472133845090866 0.15868917107582092 21.96945393300848
efficientnet_es 0.008 concat planet 1.533203125 0.053529441356658825 0.14416536688804626 0.15617601573467255 22.064183918992057
efficientnet_b0 0.008 avg planet 1.66015625 0.053529441356658825 0.15724779665470123 0.15592682361602783 21.732659301022068
efficientnet_b0 0.008 concat planet 1.666015625 0.05088239908218384 0.151855930685997 0.1459447145462036 23.410568753024563
efficientnet_b0 0.008 avg planet 1.66015625 0.05470585823059082 0.1537255197763443 0.16010279953479767 24.053536906954832
efficientnet_b0 0.008 concat planet 1.666015625 0.058235228061676025 0.1547204852104187 0.1508312076330185 20.69667907501571
efficientnet_b0 0.008 avg planet 1.66015625 0.0549999475479126 0.1504833847284317 0.14912930130958557 23.10316201904789
efficientnet_b0 0.008 concat planet 1.666015625 0.04970580339431763 0.14403681457042694 0.14950016140937805 24.93018861697055
convnext_tiny_hnf 0.008 avg planet 2.9765625 0.04529404640197765 0.12073052674531937 0.14622414112091064 25.424098670016978
convnext_tiny_hnf 0.008 concat planet 2.970703125 0.041764676570892445 0.11597196757793428 0.1400088518857956 25.45974755898351
convnext_tiny_hnf 0.008 avg planet 2.99609375 0.04088234901428223 0.12467319518327712 0.14350105822086334 25.308116997010075
convnext_tiny_hnf 0.008 concat planet 2.990234375 0.04382348060607921 0.12171143293380736 0.14107586443424225 25.30302654998377
convnext_tiny_hnf 0.008 concat planet 2.990234375 0.041764676570892445 0.12430450320243835 0.1388954073190689 25.69971896702191
convnext_tiny_hnf 0.008 avg planet 2.99609375 0.045588254928588756 0.12418420612812042 0.15467983484268188 25.399152822967153
convnext_tiny 0.008 concat planet 2.740234375 0.045882344245910645 0.13131719827651978 0.13392463326454165 24.029818443988916
convnext_tiny 0.008 avg planet 2.720703125 0.04411756992340077 0.12071559578180312 0.1373646855354309 23.99117966199992
convnext_tiny 0.008 avg planet 2.720703125 0.04470580816268921 0.12879018485546112 0.13752208650112152 24.53801175201079
convnext_tiny 0.008 concat planet 2.740234375 0.04735291004180919 0.1237647756934166 0.130946084856987 23.9769460799871
convnext_tiny 0.008 avg planet 2.677734375 0.04264700412750244 0.11720527708530426 0.13950660824775696 23.606615062977653
convnext_tiny 0.008 concat planet 2.740234375 0.04735291004180919 0.13412679731845856 0.1297287493944168 24.33016361197224
convnext_small 0.008 avg planet 4.23046875 0.04764711856842041 0.13012243807315826 0.14251989126205444 30.908553052984644
convnext_small 0.008 concat planet 4.23046875 0.04735291004180919 0.13468284904956818 0.1324259787797928 30.150420516030863
convnext_small 0.008 avg planet 4.2109375 0.05117636919021595 0.1370144784450531 0.14043839275836945 30.205016975989565
convnext_small 0.008 concat planet 4.23046875 0.05588239431381237 0.14367690682411194 0.13644729554653168 26.913248616969213
convnext_small 0.008 avg planet 4.2109375 0.04588228464126598 0.12777619063854218 0.13890889286994934 31.024981582013424
convnext_small 0.008 concat planet 4.23046875 0.05117636919021595 0.14110635221004486 0.1331381797790527 31.188429902947973
convnext_base 0.008 avg planet 5.873046875 0.042352855205536 0.12193986773490906 0.14081040024757385 32.221157998021226
convnext_base 0.008 concat planet 5.90234375 0.04999995231628418 0.1298835724592209 0.13207170367240906 35.08611740899505
convnext_base 0.008 avg planet 5.87109375 0.045588254928588756 0.1275911182165146 0.1398218274116516 36.63573755300604
convnext_base 0.008 concat planet 5.90234375 0.04852938652038563 0.12886805832386017 0.1297055035829544 31.467404578987043
convnext_base 0.008 avg planet 5.890625 0.041470468044281006 0.12680697441101074 0.13815778493881226 33.47724102699431
convnext_base 0.008 concat planet 5.88671875 0.046470582485198975 0.12418154627084732 0.12975850701332092 36.21577915397938
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