Multi-Object Tracking on MOT 2020 (test)
78.2MOTASparseTrack
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SparseTrackTracker type=motion only, Detector=YOLOX (ByteTrack)2023.12 | 78.2 | 77.3 | — | — | — | — | — | 63.4 | 62.8 | |
| SMILEtrackFPS=7.22022.11 | 78.2 | 77.5 | — | — | 24,554 | 85,548 | 1,318 | 63.4 | — | |
| MotionTrackTracker type=motion only, Detector=YOLOX (ByteTrack)2023.12 | 78 | 76.5 | — | — | — | — | — | 62.8 | 61.8 | |
| SMILEtrack w/o Re-IDFPS=22.92022.11 | 78 | 76.3 | — | — | 23,246 | 86,112 | 1,208 | 63 | — | |
| Quo VadisTracker type=appearance & motion, Detector=YOLOX (ByteTrack)2023.12 | 77.8 | 75.7 | — | — | — | — | — | 61.5 | 59.9 | |
| Bot-SORTTracker type=appearance & motion, Detector=YOLOX (ByteTrack)2023.12 | 77.8 | 77.5 | — | — | — | — | — | 63.3 | 62.9 | |
| ByteTrackTracker type=motion only, Detector=YOLOX (ByteTrack)2023.12 | 77.8 | 75.2 | — | — | — | — | — | 61.3 | 59.6 | |
| ByteTrackFPS=17.52022.11 | 77.8 | 75.2 | — | — | 26,249 | 87,594 | 1,223 | 61.3 | — | |
| BoT-SORT-RFPS=2.42022.11 | 77.8 | 77.5 | — | — | 24,638 | 88,863 | 1,257 | 63.3 | — | |
| BoT-SORTFPS=6.62022.11 | 77.7 | 76.3 | — | — | 22,521 | 86,037 | 1,212 | 62.6 | — | |
| TransMOT2022.11 | 77.5 | 75.2 | — | — | 34,201 | 80,788 | 1,615 | — | — | |
| OCSORTTracker type=motion only, Detector=YOLOX (ByteTrack)2023.12 | 75.7 | 76.3 | — | — | — | — | — | 62.4 | 62.5 | |
| UCMCTrack+Tracker type=motion only, Detector=YOLOX (ByteTrack), CMC=true2023.12 | 75.7 | 77.4 | — | — | — | — | — | 62.8 | 63.4 | |
| OCSORT2022.11 | 75.7 | 76.3 | — | — | 19,067 | 105,894 | 942 | 62.4 | — | |
| Deep OCSORTTracker type=appearance & motion, Detector=YOLOX (ByteTrack)2023.12 | 75.6 | 79.2 | — | — | — | — | — | 63.9 | 65.7 | |
| UCMCTrackTracker type=motion only, Detector=YOLOX (ByteTrack), CMC=false2023.12 | 75.5 | 77.4 | — | — | — | — | — | 62.8 | 63.5 | |
| MAATrackFPS=14.72022.11 | 73.9 | 71.2 | — | — | 24,942 | 108,744 | 1,331 | 57.3 | — | |
| StrongSORTTracker type=appearance & motion, Detector=YOLOX (ByteTrack)2023.12 | 73.8 | 77 | — | — | — | — | — | 62.6 | 64 | |
| StrongSORT++2022.11 | 73.8 | 77 | — | — | 16,632 | 117,920 | 770 | 62.6 | — | |
| GHOSTTracker type=appearance & motion, Detector=YOLOX (ByteTrack)2023.12 | 73.7 | 75.2 | — | — | — | — | — | 61.2 | — | |
| SGTextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 72.8 | 70.6 | 64.3 | 12.7 | 25,161 | 112,963 | 2,474 | — | — | |
| OMCextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 70.7 | 67.8 | 56.6 | 13.3 | 22,689 | 125,039 | — | — | — | |
| SOTMOTextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 68.6 | 71.4 | 64.9 | 9.7 | 57,064 | 101,154 | 4,209 | — | — | |
| SOTMOTFPS=8.52022.11 | 68.6 | 71.4 | — | — | 57,064 | 101,154 | 4,209 | — | — | |
| FCGTracker type=appearance & motion, Detector=YOLOX (ByteTrack)2023.12 | 68 | 69.7 | — | — | — | — | — | 57.3 | 58.1 | |
| RelationTrackextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 67.2 | 70.5 | 62.2 | 8.9 | 61,134 | 104,597 | 4,243 | — | — | |
| RelationTrackFPS=2.72022.11 | 67.2 | 70.5 | — | — | 61,134 | 104,597 | 4,243 | 56.5 | — | |
| JDMOTGNNHz=0.92021.04 | 67.1 | 67.5 | 53.1 | 13.2 | 31,913 | 135,409 | 3,131 | — | — | |
| GSDTextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 67.1 | 67.5 | 53.1 | 13.2 | 31,913 | 135,409 | 3,131 | — | — | |
| GSDTFPS=0.92022.11 | 67.1 | 67.5 | — | — | 31,913 | 135,409 | 3,131 | 53.6 | — | |
| SiamMOTFPS=4.32022.11 | 67.1 | 69.1 | — | — | — | — | — | — | — | |
| CSTrackextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 66.6 | 68.6 | 50.4 | 15.5 | 25,404 | 144,358 | 3,196 | — | — | |
| CSTrackFPS=4.52022.11 | 66.6 | 68.6 | — | — | 25,404 | 144,358 | 3,196 | 54 | — | |
| CorrTrackerHz=8.52021.04 | 65.2 | 69.1 | 66.4 | 8.9 | 79,429 | 95,855 | 5,183 | — | — | |
| CorrTrackerextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 65.2 | 69.1 | 66.4 | 8.9 | 79,429 | 95,855 | 5,183 | — | — | |
| CorrTrackerFPS=8.52022.11 | 65.2 | 69.1 | — | — | 79,429 | 95,855 | 5,183 | — | — | |
| TransTrackFPS=7.22022.11 | 65 | 59.4 | — | — | 27,197 | 150,197 | 3,608 | 48.5 | — | |
| TransTrackextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 64.5 | 59.2 | 49.1 | 13.6 | 28,566 | 151,377 | 3,565 | — | — | |
| SGTextra_training_dataset=false, detection_protocol=private, tracking_mode=online2022.05 | 64.5 | 62.7 | 62.7 | 10.2 | 67,352 | 111,201 | 4,909 | — | — | |
| TransCenterFPS=12022.11 | 61.9 | 50.4 | — | — | 45,895 | 146,347 | 4,653 | — | — | |
| FairMOTv2Hz=13.22021.04 | 61.8 | 67.3 | 68.8 | 7.6 | 103,440 | 88,901 | 5,243 | — | — | |
| FairMOTProtocol=private detector, One-shot=true, FPS=13.22020.04 | 61.8 | 67.3 | 68.8 | 7.6 | — | — | 5,243 | — | — | |
| FairMOTextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 61.8 | 67.3 | 68.8 | 7.6 | 103,440 | 88,901 | 5,243 | — | — | |
| FairMOTFPS=13.22022.11 | 61.8 | 67.3 | — | — | 88,901 | 103,440 | 5,243 | 54.6 | — |