Multi-Object Tracking on MOT 2017 (test)
81.1MOTAC-BIoU
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| C-BIoUTracker type=motion only, Detector=YOLOX (ByteTrack)2023.12 | 81.1 | 79.7 | — | — | — | — | — | 64.1 | 63.7 | |
| MotionTrackTracker type=motion only, Detector=YOLOX (ByteTrack)2023.12 | 81.1 | 80.1 | — | — | — | — | — | 65.1 | 65.1 | |
| SparseTrackTracker type=motion only, Detector=YOLOX (ByteTrack)2023.12 | 81 | 80.1 | — | — | — | — | — | 65.1 | 65.1 | |
| Bot-SORTTracker type=appearance & motion, Detector=YOLOX (ByteTrack)2023.12 | 80.5 | 80.2 | — | — | — | — | — | 65 | 65.5 | |
| UCMCTrack+Tracker type=motion only, Detector=YOLOX (ByteTrack), CMC=true2023.12 | 80.5 | 81.1 | — | — | — | — | — | 65.8 | 66.6 | |
| Quo VadisTracker type=appearance & motion, Detector=YOLOX (ByteTrack)2023.12 | 80.3 | 77.7 | — | — | — | — | — | 63.1 | 62.1 | |
| ByteTrackTracker type=motion only, Detector=YOLOX (ByteTrack)2023.12 | 80.3 | 77.3 | — | — | — | — | — | 63.1 | 62 | |
| StrongSORTTracker type=appearance & motion, Detector=YOLOX (ByteTrack)2023.12 | 79.6 | 79.5 | — | — | — | — | — | 64.4 | 64.4 | |
| Deep OCSORTTracker type=appearance & motion, Detector=YOLOX (ByteTrack)2023.12 | 79.4 | 80.6 | — | — | — | — | — | 64.9 | 65.9 | |
| UCMCTrackTracker type=motion only, Detector=YOLOX (ByteTrack), CMC=false2023.12 | 79 | 79 | — | — | — | — | — | 64.3 | 64.6 | |
| GHOSTTracker type=appearance & motion, Detector=YOLOX (ByteTrack)2023.12 | 78.7 | 77.1 | — | — | — | — | — | 62.8 | — | |
| OCSORTTracker type=motion only, Detector=YOLOX (ByteTrack)2023.12 | 78 | 77.5 | — | — | — | — | — | 63.2 | 63.4 | |
| FCGTracker type=appearance & motion, Detector=YOLOX (ByteTrack)2023.12 | 76.7 | 77.7 | — | — | — | — | — | 62.6 | 63.4 | |
| CorrTrackerextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 76.5 | 73.6 | 47.6 | 12.7 | 3,369 | 29,808 | 99,510 | — | — | |
| SGTextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 76.4 | 72.8 | 48 | 11.7 | 4,101 | 25,974 | 102,885 | — | — | |
| OMCextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 76.3 | 73.8 | 44.7 | 13.6 | — | 28,894 | 101,022 | — | — | |
| CSTrackextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 74.9 | 72.3 | 41.5 | 17.5 | 3,567 | 23,847 | 114,303 | — | — | |
| OMC-Fextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 74.7 | 73.8 | 44.3 | 15.4 | — | 30,162 | 108,556 | — | — | |
| TransTrackextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 74.5 | 63.9 | 46.8 | 11.3 | 3,663 | 28,323 | 112,137 | — | — | |
| RelationTrackextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 73.8 | 74.7 | 41.7 | 23.2 | 1,374 | 27,999 | 118,623 | — | — | |
| FairMOTProtocol=private detector, One-shot=true, FPS=25.92020.04 | 73.7 | 72.3 | 43.2 | 17.3 | 3,303 | — | — | — | — | |
| FairMOTextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 73.7 | 72.3 | 43.2 | 17.3 | 3,303 | 27,507 | 117,477 | — | — | |
| GSDTextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 73.2 | 66.5 | 41.7 | 17.5 | 3,891 | 26,397 | 120,666 | — | — | |
| SGTextra_training_dataset=false, detection_protocol=private, tracking_mode=online2022.05 | 73.2 | 70.2 | 42 | 17.7 | 4,809 | 25,332 | 121,155 | — | — | |
| SOTMOTextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 71 | 71.9 | 42.7 | 15.3 | 5,184 | 39,537 | 118,983 | — | — | |
| FairMOTextra_training_dataset=false, detection_protocol=private, tracking_mode=online2022.05 | 69.8 | 69.9 | — | — | 3,996 | — | — | — | — | |
| TraDesextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 69.1 | 63.9 | 36.4 | 21.5 | 3,555 | 20,892 | 150,060 | — | — | |
| QDTrackextra_training_dataset=false, detection_protocol=private, tracking_mode=online2022.05 | 68.7 | 66.3 | 40.6 | 21.9 | 3,378 | 26,598 | 146,643 | — | — | |
| CenterTrackProtocol=private detector, One-shot=true, FPS=17.52020.04 | 67.8 | 64.7 | 34.6 | 24.6 | 2,583 | — | — | — | — | |
| CenterTrackextra_training_dataset=true, detection_protocol=private, tracking_mode=online2022.05 | 67.8 | 64.7 | 34.6 | 24.6 | 3,039 | 18,489 | 160,332 | — | — | |
| CTrackerV1Protocol=private detector, One-shot=true, FPS=6.82020.04 | 66.6 | 57.4 | 32.2 | 24.2 | 5,529 | — | — | — | — | |
| CTrackerextra_training_dataset=false, detection_protocol=private, tracking_mode=online2022.05 | 66.6 | 57.4 | 32.2 | 24.2 | 5,529 | 22,284 | 160,491 | — | — | |
| TubeTKProtocol=private detector, One-shot=true, FPS=32020.04 | 63 | 58.6 | 31.2 | 19.9 | 4,137 | — | — | — | — | |
| SSTProtocol=private detector, One-shot=false, FPS=<3.92020.04 | 52.4 | 49.5 | 21.4 | 30.7 | 8,431 | — | — | — | — |