Multiple Object Tracking on 2D MOT15 (test)
77.2MOTAFairMOT
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FairMOTTraining Data=MIX, FPS=30.92020.04 | 77.2 | 79.8 | — | — | 757 | 2,094 | 80 | — | |
| FairMOTTraining Data=MOT17 Seg, FPS=30.92020.04 | 70.2 | 64 | — | — | 1,209 | 2,537 | 96 | — | |
| Track R-CNNTraining Data=MOT17 Seg, FPS=22020.04 | 69.2 | 49.4 | — | — | 1,328 | 2,349 | 294 | — | |
| JDETraining Data=MIX, FPS=262020.04 | 67.5 | 66.7 | — | — | 1,881 | 2,083 | 218 | — | |
| CorrTrackerHz=17.92021.04 | 62.3 | 65.7 | 49 | 12.9 | 6,909 | 15,728 | 513 | — | |
| JDMOTGNNHz=2.42021.04 | 60.7 | 64.6 | 47 | 10.5 | 7,334 | 16,358 | 477 | — | |
| GSDT2020.06 | 60.7 | 64.6 | 47 | 10.5 | — | — | 480 | — | |
| FairMOTv2Hz=30.52021.04 | 60.6 | 64.7 | 47.6 | 11 | 7,854 | 15,785 | 591 | — | |
| Tube_TK_POIHz=5.82021.04 | 58.4 | 53.1 | 39.3 | 18 | 5,756 | 18,961 | 854 | — | |
| Tube TK2020.06 | 58.4 | 53.1 | 39.3 | 18 | — | — | 854 | — | |
| RAR152020.06 | 56.5 | 61.3 | 45.1 | 14.6 | — | — | 428 | — | |
| NOMTwSDP2020.06 | 55.5 | 59.1 | 39 | 25.8 | — | — | 427 | — | |
| EAMTT2020.06 | 53 | 54 | 35.9 | 19.6 | — | — | 776 | — | |
| AP HWDPL2020.06 | 53 | 52 | 29.1 | 20.2 | — | — | 708 | — | |
| Lif_T2020.06 | 52.5 | 60 | 33.8 | 25.8 | 6,837 | 21,610 | 730 | 1,047 | |
| Lif T2020.06 | 52.5 | 60 | 33.8 | 25.8 | — | — | 1,047 | — | |
| MPNHz=6.52021.04 | 51.5 | 58.6 | 31.2 | 25.9 | 7,620 | 21,780 | 375 | — | |
| MPNTrack2020.06 | 51.5 | 58.6 | 31.2 | 25.9 | — | — | 375 | — | |
| CDA DDAL2020.06 | 51.3 | 54.1 | 36.3 | 22.2 | — | — | 544 | — | |
| MDP SubCNN2020.06 | 47.5 | 55.7 | 30 | 18.6 | — | — | 628 | — | |
| Lif_TsimIntpost-processing=linear interpolation2020.06 | 47.2 | 57.6 | 27 | 29.8 | 7,635 | 24,277 | 554 | 803 | |
| Tracktor++v2Hz=1.82021.04 | 46.6 | 47.6 | 18.2 | 27.9 | 4,624 | 26,896 | 1,290 | — | |
| Tracktor++version=V22020.06 | 46.6 | 47.6 | 18.2 | 27.9 | — | — | 1,290 | — | |
| DMT2020.06 | 44.5 | 49.2 | 34.7 | 22.1 | — | — | 684 | — | |
| Tracktor152020.06 | 44.1 | 46.7 | 18 | 26.2 | 6,477 | 26,577 | 1,318 | 1,790 | |
| Tracktor++detections=public2019.03 | 44.1 | 46.7 | 18 | 26.2 | 6,477 | 26,577 | 1,318 | — | |
| KCF2020.06 | 38.9 | 44.5 | 16.6 | 31.5 | 7,321 | 29,501 | 720 | 1,440 | |
| AP_HWDPL_p2020.06 | 38.5 | 47.1 | 8.7 | 37.4 | 4,005 | 33,203 | 586 | 1,263 | |
| AP_HWDPL_pdetections=public2019.03 | 38.5 | 47.1 | 8.7 | 37.4 | 4,005 | 33,203 | 586 | — | |
| STRN2020.06 | 38.1 | 46.6 | 11.5 | 33.4 | 5,451 | 31,571 | 1,033 | 2,665 | |
| AMIR152020.06 | 37.6 | 46 | 15.8 | 26.8 | 7,933 | 29,397 | 1,026 | 2,024 | |
| AMIR15detections=public2019.03 | 37.6 | 46 | 15.8 | 26.8 | 7,933 | 29,397 | 1,026 | — | |
| JointMCdetections=public2019.03 | 35.6 | 45.1 | 23.2 | 39.3 | 10,580 | 28,508 | 457 | — | |
| RAR15pubdetections=public2019.03 | 35.1 | 45.4 | 13 | 42.3 | 6,771 | 32,717 | 381 | — |