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tracker benchmark
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| 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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small auc is good !