Multi-Object Tracking on MOT15 (test)
60.7MOTAGSDT
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GSDTDetection Track=private2021.04 | 60.7 | — | 47 | 10.5 | 7,334 | 16,358 | 477 | — | — | 64.6 | |
| FairDetection Track=private2021.04 | 60.6 | — | 47.6 | 11 | 7,854 | 15,785 | 591 | — | — | 64.7 | |
| FairMOTProtocol=private detector, One-shot=true, FPS=30.52020.04 | 60.6 | — | 47.6 | 11 | — | — | 591 | — | — | 64.7 | |
| TubeTKDetection Track=private2021.04 | 58.4 | — | 39.3 | 18 | 5,756 | 18,961 | 854 | — | — | 53.1 | |
| TubeTKProtocol=private detector, One-shot=true, FPS=5.82020.04 | 58.4 | — | 39.3 | 18 | — | — | 854 | — | — | 53.1 | |
| TransMOTDetection Track=private2021.04 | 57 | — | 64.5 | 17.8 | 12,454 | 13,725 | 244 | — | — | 66 | |
| RAR15Detection Track=private2021.04 | 56.5 | — | 45.1 | 14.6 | 9,386 | 16,921 | 428 | — | — | 61.3 | |
| RAR15Protocol=private detector, One-shot=false, FPS=<3.42020.04 | 56.5 | — | 45.1 | 14.6 | — | — | 428 | — | — | 61.3 | |
| TRIDDetection Track=private2021.04 | 55.7 | — | 40.6 | 25.8 | 6,273 | 20,611 | 351 | — | — | 61 | |
| EAMTTProtocol=private detector, One-shot=false, FPS=<4.02020.04 | 53 | — | 35.9 | 19.6 | — | — | 7,538 | — | — | 54 | |
| AP_HWDPLProtocol=private detector, One-shot=false, FPS=6.72020.04 | 53 | — | 29.1 | 20.2 | — | — | 708 | — | — | 52.2 | |
| CDADDALDetection Track=private2021.04 | 51.3 | — | 36.3 | 22.2 | 7,110 | 22,271 | 544 | — | — | 54.1 | |
| CDA-DDALProtocol=private detector, One-shot=false, FPS=<1.22020.04 | 51.3 | — | 36.3 | 22.2 | — | — | 544 | — | — | 54.1 | |
| MDP_SubCNNProtocol=private detector, One-shot=false, FPS=<1.72020.04 | 47.5 | — | 30 | 18.6 | — | — | 628 | — | — | 55.7 | |
| DMTDetection Track=private2021.04 | 44.5 | — | 34.7 | 22.1 | 8,088 | 25,335 | 684 | — | — | 49.2 | |
| NOMTMode=Offline, DNN=X2019.07 | 33.7 | 71.9 | 12.2 | 44.6 | 7,762 | 32,547 | 442 | 823 | 11.5 | — | |
| CDA_DDALMode=Online, DNN=Q2019.07 | 32.8 | 70.7 | 9.7 | 42.2 | 4,983 | 35,690 | 614 | 1,583 | 2.3 | — | |
| MHT_DAMMode=Offline, DNN=O2019.07 | 32.4 | 71.8 | 16 | 43.8 | 9,064 | 32,060 | 435 | 826 | 0.7 | — | |
| GMPHD-OGM (w/ SIOA)Mode=Online, DNN=X2019.07 | 30.7 | 71.6 | 11.5 | 38.1 | 6,502 | 35,030 | 1,034 | 1,351 | 169.5 | — | |
| PHD_GSDLMode=Online, DNN=X2019.07 | 30.5 | 71.2 | 7.6 | 41.2 | 6,534 | 35,284 | 879 | 2,208 | 8.2 | — | |
| MDPMode=Online, DNN=X2019.07 | 30.3 | 71.3 | 14 | 38.4 | 9,717 | 32,422 | 680 | 1,500 | 1.1 | — | |
| CNNTCMMode=Offline, DNN=O2019.07 | 29.6 | 71.8 | 11.2 | 44 | 7,786 | 34,733 | 712 | 943 | 1.7 | — | |
| TBSSMode=Online, DNN=X2019.07 | 29.2 | 71.3 | 6.8 | 43.8 | 6,068 | 36,779 | 649 | 1,508 | 11.5 | — | |
| SCEAMode=Online, DNN=X2019.07 | 29.1 | 71.1 | 8.9 | 47.3 | 6,060 | 36,912 | 604 | 1,182 | 6.8 | — | |
| SiameseCNNMode=Offline, DNN=O2019.07 | 29 | 71.2 | 8.5 | 48.4 | 5,160 | 37,798 | 639 | 1,316 | 52.8 | — | |
| HAM_SADFMode=Online, DNN=Q2019.07 | 28.6 | 71.1 | 10 | 44 | 7,485 | 35,910 | 460 | 1,038 | 18.7 | — | |
| ELPMode=Offline, DNN=X2019.07 | 25 | 71.2 | 7.5 | 43.8 | 7,345 | 37,344 | 1,396 | 1,804 | 5.7 | — | |
| JPDA_mMode=Offline, DNN=X2019.07 | 23.8 | 68.2 | 5 | 58.1 | 6,373 | 70,084 | 365 | 869 | 32.6 | — | |
| MotiConMode=Offline, DNN=X2019.07 | 23.1 | 70.9 | 4.7 | 52 | 10,404 | 35,844 | 1,018 | 1,061 | 1.4 | — | |
| SegTrackMode=Offline, DNN=X2019.07 | 22.5 | 71.7 | 5.8 | 63.9 | 7,890 | 39,020 | 697 | 737 | 0.2 | — | |
| EAMTTMode=Online, DNN=X2019.07 | 22.3 | 69.6 | 5.4 | 52.7 | 7,924 | 38,982 | 833 | 1,485 | 12.2 | — | |
| CEMMode=Offline, DNN=X2019.07 | 19.3 | 70.7 | 8.5 | 46.5 | 14,180 | 34,591 | 813 | 1,023 | 1.1 | — | |
| RMOTMode=Online, DNN=X2019.07 | 18.6 | 69.6 | 5.3 | 53.3 | 12,473 | 36,835 | 684 | 1,282 | 7.9 | — | |
| GMPHD_HDAMode=Online, DNN=X2019.07 | 18.5 | 70.9 | 3.9 | 55.3 | 7,864 | 41,766 | 459 | 1,266 | 19.8 | — | |
| SMOTMode=Offline, DNN=X2019.07 | 18.2 | 71.2 | 2.8 | 54.8 | 8,780 | 40,310 | 1,148 | 2,132 | 2.7 | — | |
| GSCRMode=Online, DNN=X2019.07 | 15.8 | 69.4 | 1.8 | 61 | 7,597 | 43,633 | 514 | 1,010 | 28.1 | — | |
| TC_ODALMode=Online, DNN=X2019.07 | 15.1 | 70.5 | 3.2 | 55.8 | 12,970 | 38,538 | 637 | 1,716 | 1.7 | — | |
| DP_NMSMode=Offline, DNN=X2019.07 | 14.5 | 70.8 | 5 | 40.8 | 13,171 | 34,814 | 4,537 | 3,090 | 444.8 | — |