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@berak

berak/output.txt

Last active Nov 25, 2018
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tracker benchmark
benchmark --gt=david.gt.txt --video=david.webm --start=300 --plot CSRT,MOSSE,MEDIAN_FLOW,BACF,CMT,MIL,BOOSTING,TLD
==========
CSRT
Overlap > 0 100% 469
Overlap > 0.5 80.597% 378
Precision 80.597%
Recall 80.597%
f-measure 80.597%
AUC 0.438657
Performance 103.987 ms/frame 9.61663 fps
==========
MOSSE
Overlap > 0 100% 469
Overlap > 0.5 56.29% 264
Precision 56.29%
Recall 56.29%
f-measure 56.29%
AUC 0.511173
Performance 1.68276 ms/frame 594.261 fps
==========
MEDIAN_FLOW
Overlap > 0 100% 469
Overlap > 0.5 47.1215% 221
Precision 47.1215%
Recall 47.1215%
f-measure 47.1215%
AUC 0.519467
Performance 3.57408 ms/frame 279.792 fps
==========
BACF
Overlap > 0 50.1066% 235
Overlap > 0.5 18.1237% 85
Precision 33.2031%
Recall 18.1237%
f-measure 23.4483%
AUC 0.791855
Performance 2.39648 ms/frame 417.279 fps
==========
CMT
Overlap > 0 100% 469
Overlap > 0.5 23.6674% 111
Precision 23.6674%
Recall 23.6674%
f-measure 23.6674%
AUC 0.727846
Performance 43.2691 ms/frame 23.1112 fps
==========
MIL
Overlap > 0 100% 469
Overlap > 0.5 42.0043% 197
Precision 42.0043%
Recall 42.0043%
f-measure 42.0043%
AUC 0.567292
Performance 281.542 ms/frame 3.55186 fps
==========
BOOSTING
Overlap > 0 76.3326% 358
Overlap > 0.5 21.1087% 99
Precision 21.1087%
Recall 21.1087%
f-measure 21.1087%
AUC 0.813987
Performance 95.6655 ms/frame 10.4531 fps
==========
TLD
Overlap > 0 53.9446% 253
Overlap > 0.5 10.0213% 47
Precision 10.0213%
Recall 10.0213%
f-measure 10.0213%
AUC 0.84162
Performance 114.399 ms/frame 8.74133 fps
benchmark --gt=faceocc.gt.txt --video=faceocc2.webm --plot CSRT,MOSSE,MEDIAN_FLOW,BACF,CMT,MIL,BOOSTING,TLD
==========
CSRT
Overlap > 0 100% 811
Overlap > 0.5 86.1899% 699
Precision 86.1899%
Recall 86.1899%
f-measure 86.1899%
AUC 0.328607
Performance 170.98 ms/frame 5.84862 fps
==========
MOSSE
Overlap > 0 90.3822% 733
Overlap > 0.5 86.0666% 698
Precision 95.0954%
Recall 86.0666%
f-measure 90.356%
AUC 0.402972
Performance 3.08465 ms/frame 324.186 fps
==========
MEDIAN_FLOW
Overlap > 0 99.8767% 810
Overlap > 0.5 97.6572% 792
Precision 97.7778%
Recall 97.6572%
f-measure 97.7175%
AUC 0.282084
Performance 4.36183 ms/frame 229.262 fps
==========
BACF
Overlap > 0 66.0912% 536
Overlap > 0.5 45.746% 371
Precision 64.6341%
Recall 45.746%
f-measure 53.574%
AUC 0.650912
Performance 3.53314 ms/frame 283.034 fps
==========
CMT
Overlap > 0 100% 811
Overlap > 0.5 89.889% 729
Precision 89.889%
Recall 89.889%
f-measure 89.889%
AUC 0.292343
Performance 195.289 ms/frame 5.12061 fps
==========
MIL
Overlap > 0 100% 811
Overlap > 0.5 93.2182% 756
Precision 93.2182%
Recall 93.2182%
f-measure 93.2182%
AUC 0.320678
Performance 316.147 ms/frame 3.16309 fps
==========
BOOSTING
Overlap > 0 100% 811
Overlap > 0.5 59.3095% 481
Precision 59.3095%
Recall 59.3095%
f-measure 59.3095%
AUC 0.422478
Performance 163.776 ms/frame 6.10591 fps
==========
TLD
Overlap > 0 66.2145% 537
Overlap > 0.5 26.3872% 214
Precision 26.4198%
Recall 26.3872%
f-measure 26.4035%
AUC 0.737139
Performance 153.094 ms/frame 6.53194 fps
benchmark --gt=dudek\gt.txt --video=dudek\data\dudek.webm --plot CSRT,MOSSE,MEDIAN_FLOW,BACF,CMT,MIL,KCF,BOOSTING,TLD
==========
CSRT
Overlap > 0 100% 1144
Overlap > 0.5 99.2133% 1135
Precision 99.2133%
Recall 99.2133%
f-measure 99.2133%
AUC 0.235979
Performance 224.423 ms/frame 4.45586 fps
==========
MOSSE
Overlap > 0 23.8636% 273
Overlap > 0.5 18.2692% 209
Precision 18.2692%
Recall 18.2692%
f-measure 18.2692%
AUC 0.869773
Performance 9.53824 ms/frame 104.841 fps
==========
MEDIAN_FLOW
Overlap > 0 100% 1144
Overlap > 0.5 66.0839% 756
Precision 66.0839%
Recall 66.0839%
f-measure 66.0839%
AUC 0.45104
Performance 12.203 ms/frame 81.9469 fps
==========
BACF
Overlap > 0 59.7028% 683
Overlap > 0.5 57.0804% 653
Precision 57.0804%
Recall 57.0804%
f-measure 57.0804%
AUC 0.571757
Performance 4.99521 ms/frame 200.192 fps
==========
CMT
Overlap > 0 100% 1144
Overlap > 0.5 100% 1144
Precision 100%
Recall 100%
f-measure 100%
AUC 0.214117
Performance 572.534 ms/frame 1.74662 fps
==========
MIL
Overlap > 0 100% 1144
Overlap > 0.5 94.7552% 1084
Precision 94.7552%
Recall 94.7552%
f-measure 94.7552%
AUC 0.312386
Performance 314.772 ms/frame 3.1769 fps
==========
KCF
Overlap > 0 99.8252% 1142
Overlap > 0.5 97.1154% 1111
Precision 97.2855%
Recall 97.1154%
f-measure 97.2003%
AUC 0.286617
Performance 64.5863 ms/frame 15.4832 fps
==========
BOOSTING
Overlap > 0 100% 1144
Overlap > 0.5 79.1958% 906
Precision 79.1958%
Recall 79.1958%
f-measure 79.1958%
AUC 0.328899
Performance 243.31 ms/frame 4.10998 fps
==========
TLD
Overlap > 0 78.5839% 899
Overlap > 0.5 66.7832% 764
Precision 66.7832%
Recall 66.7832%
f-measure 66.7832%
AUC 0.52458
Performance 306.751 ms/frame 3.25997 fps
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@berak berak commented Nov 25, 2018

small auc is good !

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