Multi-Object Tracking on MOTChallenge 2015 (test)
3,630FPDeepMOT-GOTURN
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| DeepMOT-GOTURNBackbone Tracker=GOTURN2019.06 | 3,630 | 29.8 | 75.3 | — | 4 | 66.6 | 38,964 | 524 | — | 27.7 | |
| AP_HWDPL_p2019.06 | 4,005 | 38.5 | 72.6 | — | 8.7 | 37.4 | 33,203 | 586 | — | 47.1 | |
| AP_HWDPLinference=on-line, pre-trained=D+T2018.11 | 5,159 | 53 | — | — | — | — | 22,984 | 708 | — | — | |
| NOMTWSDPinference=off-line, pre-trained=unknown2018.11 | 5,594 | 55.5 | — | — | — | — | 21,322 | 427 | — | — | |
| Tracklet-Conditioned Detectioninference=on-line, pre-trained=D2018.11 | 5,717 | 56.1 | — | — | — | — | 20,460 | 788 | — | — | |
| SCEAAssociation Method=Local2017.03 | 6,060 | — | 71.1 | 1 | 8.9 | 47.3 | 36,912 | 604 | 1,182 | — | |
| DeepMOT-TracktorBackbone Tracker=Tracktor2019.06 | 6,085 | 44.1 | 75.3 | — | 17.2 | 26.6 | 26,917 | 1,347 | — | 46 | |
| TRIDinference=off-line, pre-trained=D+T2018.11 | 6,273 | 55.7 | — | — | — | — | 20,611 | 351 | — | — | |
| JPDA_mAssociation Method=Global2017.03 | 6,373 | — | 68.2 | 1.1 | 5 | 58.1 | 40,084 | 365 | 869 | — | |
| Tracktor2019.06 | 6,477 | 44.1 | 75 | — | 18 | 26.2 | 26,577 | 1,318 | — | 46.7 | |
| RAR15pub2019.06 | 6,771 | 35.1 | 70.9 | — | 13 | 42.3 | 32,717 | 381 | — | 45.4 | |
| GOTURN2019.06 | 7,021 | 23.9 | 72.8 | — | 3.6 | 66.4 | 38,750 | 965 | — | 22.3 | |
| CDA_DDALinference=on-line, pre-trained=D+T2018.11 | 7,110 | 51.3 | — | — | — | — | 22,271 | 544 | — | — | |
| H1_SJTUZTEinference=off-line, pre-trained=unknown2018.11 | 7,198 | 56.6 | — | — | — | — | 18,926 | 533 | — | — | |
| NOMTAssociation Method=Hybrid2017.03 | 7,762 | — | 71.9 | 1.3 | 12.2 | 44 | 32,547 | 442 | 823 | — | |
| DeepMOT-SiamRPNBackbone Tracker=SiamRPN2019.06 | 7,825 | 33.3 | 74.6 | — | 9.3 | 43.7 | 32,211 | 919 | — | 32.7 | |
| TSMLCDEAssociation Method=Global2017.03 | 7,869 | — | 71.7 | 1.4 | 14 | 39.4 | 31,908 | 618 | 959 | — | |
| SegTrackAssociation Method=Global2017.03 | 7,890 | — | 71.7 | 1.4 | 5.8 | 63.9 | 39,020 | 697 | 737 | — | |
| AMIR152019.06 | 7,933 | 37.6 | 71.7 | — | 15.8 | 26.8 | 29,397 | 1,026 | — | 46 | |
| DMTinference=off-line, pre-trained=D2018.11 | 8,088 | 44.5 | — | — | — | — | 25,336 | 684 | — | — | |
| HybridDATAssociation Method=Hybrid2017.03 | 8,455 | — | 72.6 | 1.5 | 11.4 | 42.2 | 31,140 | 358 | 1,267 | — | |
| MDP_SubCNNinference=on-line, pre-trained=D2018.11 | 8,632 | 47.5 | — | — | — | — | 22,969 | 628 | — | — | |
| SMOTAssociation Method=Global2017.03 | 8,780 | — | 71.2 | 1.5 | 2.8 | 54.8 | 40,310 | 1,148 | 2,132 | — | |
| MHT_DAMAssociation Method=Global2017.03 | 9,064 | — | 71.8 | 1.6 | 16 | 43.8 | 32,060 | 435 | 826 | — | |
| RAR15inference=on-line, pre-trained=D+T2018.11 | 9,386 | 56.5 | — | — | — | — | 16,921 | 428 | — | — | |
| MDPAssociation Method=Local2017.03 | 9,717 | — | 71.3 | 1.7 | 13 | 38.4 | 32,422 | 680 | 1,500 | — | |
| TDAMAssociation Method=Local2017.03 | 10,065 | — | 72.8 | 1.7 | 13.3 | 39.1 | 30,617 | 464 | 1,506 | — | |
| SiamRPN2019.06 | 10,241 | 31 | 73.9 | — | 12.6 | 41.7 | 31,099 | 1,062 | — | 30.7 | |
| MotiConAssociation Method=Global2017.03 | 10,404 | — | 70.9 | 1.8 | 4.7 | 52 | 35,844 | 1,018 | 1,061 | — | |
| JointMC2019.06 | 10,580 | 35.6 | 71.9 | — | 23.2 | 39.3 | 28,508 | 457 | — | 45.1 | |
| RMOTAssociation Method=Local2017.03 | 12,473 | — | 69.6 | 2.2 | 5.3 | 53.3 | 36,835 | 684 | 1,282 | — | |
| TC_ODALAssociation Method=Local2017.03 | 12,970 | — | 70.5 | 2.2 | 3.2 | 55.8 | 38,538 | 637 | 1,716 | — | |
| DP_NMSAssociation Method=Global2017.03 | 13,171 | — | 70.8 | 2.3 | 6 | 40.8 | 34,814 | 4,537 | 3,090 | — | |
| CEMAssociation Method=Global2017.03 | 14,180 | — | 70.7 | 2.5 | 8.5 | 46.5 | 34,591 | 813 | 1,023 | — | |
| TBDAssociation Method=Global2017.03 | 14,943 | — | 70.9 | 2.6 | 6.4 | 47.9 | 34,777 | 1,939 | 1,963 | — |