Multi-Object Tracking on MOT 2016 (test)
76.8MOTASGT
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SGTextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 76.8 | — | — | 49.3 | 10.5 | 10,695 | 30,394 | 1,276 | — | — | 73.5 | |
| TransMOTDetection Track=private2021.04 | 76.7 | — | — | 56.5 | 19.2 | 14,999 | 26,967 | 517 | — | — | 76.8 | |
| CorrTrackerHz=14.82021.04 | 76.6 | — | — | 47.8 | 13.3 | 10,860 | 30,756 | 979 | — | — | 74.3 | |
| CorrTrackerextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 76.6 | — | — | 47.8 | 13.3 | 10,860 | 30,756 | 979 | — | — | 74.3 | |
| FUFETDetection Track=private2021.04 | 76.5 | — | — | 52.8 | 12.3 | 12,878 | 28,982 | 1,026 | — | — | 68.6 | |
| OMCextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 76.4 | — | — | 46.1 | 13.3 | 10,821 | 31,044 | — | — | — | 74.1 | |
| CSTrackDetection Track=private2021.04 | 75.6 | — | — | 42.8 | 16.5 | 9,646 | 33,777 | 1,121 | — | — | 73.3 | |
| CSTrackextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 75.6 | — | — | 42.8 | 16.5 | 9,646 | 33,777 | 1,121 | — | — | 73.3 | |
| RelationTrackextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 75.6 | — | — | 43.1 | 21.5 | 9,786 | 34,214 | 448 | — | — | 75.8 | |
| FairMOTv2Hz=25.42021.04 | 74.9 | — | — | 44.7 | 15.9 | 10,163 | 34,484 | 1,074 | — | — | 72.8 | |
| FairMOTProtocol=private detector, One-shot=true, FPS=25.92020.04 | 74.9 | — | — | 44.7 | 15.9 | — | — | 1,074 | — | — | 72.8 | |
| FairMOTType=MOT-Only2022.03 | 74.9 | — | — | 447 | 159 | — | — | 1,074 | — | — | 72.8 | |
| FairMOTextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 74.9 | — | — | 44.7 | 15.9 | — | — | 1,074 | — | — | 72.8 | |
| UniTrackType=Unified2022.03 | 74.7 | — | — | — | — | — | — | 683 | — | — | 71.8 | |
| TransTrackType=MOT-Only2022.03 | 74.5 | 80.6 | — | 468 | 113 | 28,323 | 112,137 | 3,663 | — | — | 63.9 | |
| GSDTextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 74.5 | — | — | 41.2 | 17.3 | 8,913 | 36,428 | 1,229 | — | — | 68.1 | |
| UTT-FairMOTType=Unified, Detections=FairMOT2022.03 | 74.2 | 81.4 | — | 322 | 140 | 7,863 | 37,147 | 2,002 | — | — | 63.4 | |
| SGTextra_training_dataset=false, detection_protocol=private, tracking_mode=online2022.05 | 74.1 | — | — | 43.6 | 15.8 | 9,784 | 35,946 | 1,528 | — | — | 71 | |
| CSTrackextra_training_dataset=false, detection_protocol=private, tracking_mode=online2022.05 | 71.3 | — | — | — | — | — | — | 1,356 | — | — | 68.6 | |
| LMPDetection Track=private2021.04 | 71 | — | — | 46.9 | 21.9 | 7,880 | 44,564 | 434 | — | — | 70.1 | |
| TraDesextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 70.1 | — | — | 37.3 | 20 | 8,091 | 45,210 | 1,144 | — | — | 64.7 | |
| QDTrackextra_training_dataset=false, detection_protocol=private, tracking_mode=online2022.05 | 69.8 | — | — | 41.6 | 19.8 | 9,861 | 44,050 | 1,097 | — | — | 67.1 | |
| UTT-DFDETRType=Unified, Detection Head=Deformable DETR2022.03 | 69.2 | 80.1 | — | 417 | 39 | 22,917 | 29,050 | 4,145 | — | — | 53.9 | |
| CTrackerHz=6.82021.04 | 67.6 | — | — | 32.9 | 19 | 8,934 | 48,305 | 1,897 | — | — | 57.2 | |
| CTrackerDetection Track=private2021.04 | 67.6 | — | — | 32.9 | 23.1 | 8,934 | 48,305 | 1,897 | — | — | 57.2 | |
| CTrackerV1Protocol=private detector, One-shot=true, FPS=6.82020.04 | 67.6 | — | — | 32.9 | 23.1 | — | — | 1,897 | — | — | 57.2 | |
| CTrackerV1Type=MOT-Only2022.03 | 67.6 | 78.4 | — | 250 | 175 | 8,934 | 48,305 | 1,897 | — | — | 57.2 | |
| LMCNNDetection Track=private2021.04 | 67.4 | — | — | 38.2 | 19.2 | 10,109 | 48,435 | 931 | — | — | 61.2 | |
| Tube_TK_POIHz=1.02021.04 | 66.9 | — | — | 39 | 16.1 | 11,544 | 47,502 | 1,236 | — | — | 62.2 | |
| TubeTKType=MOT-Only2022.03 | 66.9 | 78.5 | — | 296 | 122 | 11,544 | 47,502 | 1,236 | — | — | 62.2 | |
| POIHz=9.92021.04 | 66.1 | — | — | 34 | 20.8 | 5,061 | 55,914 | 805 | — | — | 65.1 | |
| POIProtocol=private detector, One-shot=false, FPS=<5.02020.04 | 66.1 | — | — | 34 | 20.8 | — | — | 805 | — | — | 65.1 | |
| POIType=MOT-Only2022.03 | 66.1 | 79.5 | — | 258 | 158 | 5,061 | 55,914 | 3,093 | — | — | 65.1 | |
| CNNMTTProtocol=private detector, One-shot=false, FPS=<5.32020.04 | 65.2 | — | — | 32.4 | 21.3 | — | — | 946 | — | — | 62.2 | |
| CNNMTTType=MOT-Only2022.03 | 65.2 | 78.4 | — | 246 | 162 | 6,578 | 55,896 | 946 | — | — | 62.2 | |
| TAPProtocol=private detector, One-shot=false, FPS=<8.02020.04 | 64.8 | — | — | 38.5 | 21.6 | — | — | 571 | — | — | 73.5 | |
| TAPType=MOT-Only2022.03 | 64.8 | 78.7 | — | 292 | 164 | 12,980 | 50,635 | 571 | — | — | 73.5 | |
| JDEProtocol=private detector, One-shot=true, FPS=18.52020.04 | 64.4 | — | — | 35.4 | 20 | — | — | 1,544 | — | — | 55.8 | |
| TubeTKProtocol=private detector, One-shot=true, FPS=12020.04 | 64 | — | — | 33.5 | 19.4 | — | — | 1,117 | — | — | 59.4 | |
| RAR16wVGGProtocol=private detector, One-shot=false, FPS=<1.42020.04 | 63 | — | — | 39.9 | 22.1 | — | — | 482 | — | — | 63.8 | |
| VMaxxProtocol=private detector, One-shot=false, FPS=<3.92020.04 | 62.6 | — | — | 32.7 | 21.1 | — | — | 1,389 | — | — | 49.2 | |
| MCMOT_HDM2016.08 | 62.4 | 78.3 | 1.7 | 31.5 | 21.2 | 9,855 | 57,257 | 1,394 | 1,318 | 34.9 | — | |
| NOMTwSDP162016.08 | 62.2 | 79.6 | 0.9 | 32.5 | 31.1 | 5,119 | 63,352 | 406 | 842 | 3.1 | — | |
| DeepSortDetection Track=private2021.04 | 61.4 | — | — | 32.8 | 18.2 | 12,852 | 56,668 | 781 | — | — | 62.2 | |
| DeepSORT_2Protocol=private detector, One-shot=false, FPS=<6.42020.04 | 61.4 | — | — | 32.8 | 18.2 | — | — | 781 | — | — | 62.2 | |
| SORTWHPD16Protocol=private detector, One-shot=false, FPS=<8.62020.04 | 59.8 | — | — | 25.4 | 22.7 | — | — | 1,423 | — | — | 53.8 | |
| IoUDetection Track=private2021.04 | 57.1 | — | — | 23.6 | 32.9 | 5,702 | 70,278 | 2,167 | — | — | 46.9 | |
| Tracktor++v2Hz=1.82021.04 | 56.2 | — | — | 20.7 | 35.8 | 2,394 | 76,844 | 617 | — | — | 54.9 | |
| EAMTTProtocol=private detector, One-shot=false, FPS=<5.52020.04 | 52.5 | — | — | 19.9 | 34.9 | — | — | 910 | — | — | 53.3 | |
| AMPL2016.08 | 50.9 | 77 | 0.5 | 16.7 | 40.8 | 3,229 | 86,123 | 196 | 639 | 1.5 | — | |
| NOMT2016.08 | 46.4 | 76.6 | 1.6 | 18.3 | 41.4 | 9,753 | 87,565 | 359 | 504 | 2.6 | — | |
| olCP2016.08 | 43.2 | 74.3 | 1.1 | 11.3 | 48.5 | 6,651 | 96,515 | 381 | 1,404 | 0.4 | — | |
| LINF12016.08 | 41 | 74.8 | 1.3 | 11.6 | 51.3 | 7,896 | 99,224 | 430 | 963 | 1.1 | — | |
| TBD2016.08 | 33.7 | 76.5 | 1 | 7.2 | 54.2 | 5,804 | 112,587 | 2,418 | 2,252 | 1.3 | — | |
| CEM2016.08 | 33.2 | 75.8 | 1.2 | 7.8 | 54.4 | 6,837 | 114,322 | 642 | 731 | 0.3 | — | |
| DP_NMS2016.08 | 32.2 | 76.4 | 0.2 | 5.4 | 62.1 | 1,123 | 121,579 | 972 | 944 | 212.6 | — | |
| SMOT2016.08 | 29.7 | 75.2 | 2.9 | 5.3 | 47.7 | 17,426 | 107,552 | 3,108 | 4,483 | 0.2 | — | |
| JPDA_m2016.08 | 26.2 | 76.3 | 0.6 | 4.1 | 67.5 | 3,689 | 130,549 | 365 | 638 | 22.2 | — | |
| GRIM2016.08 | -14.5 | 73 | 10 | 9.9 | 49.5 | 59,040 | 147,908 | 1,869 | 2,454 | 10 | — |