Multiple Object Tracking on MOT20
77.8MOTAByteTrack
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ByteTrackVenue=ECCV'222024.06 | 77.8 | 75.2 | — | — | — | — | — | 1,223 | — | 61.3 | 59.6 | 63.4 | — | — | |
| GeneralTrack2024.06 | 77.2 | 74 | — | — | — | — | — | 1,627 | — | 61.4 | 59.5 | 63.7 | — | — | |
| MOTRv2Venue=CVPR 232024.06 | 76.2 | 72.2 | — | — | — | — | — | — | — | 60.3 | 58.1 | 62.9 | — | — | |
| OC-SORTVenue=CVPR 232024.06 | 75.5 | 75.9 | — | — | — | — | — | 913 | — | 62.1 | 62 | — | — | — | |
| GHOSTVenue=CVPR'232024.06 | 73.7 | 75.2 | — | — | — | — | — | 1,264 | — | 61.2 | — | — | — | — | |
| SOTMOTDetection Protocol=Private, Tracking Mode=Online, Hz=8.52022.01 | 68.6 | 71.4 | 64.9 | 9.7 | 57,064 | 101,154 | — | 4,209 | — | — | — | — | — | — | |
| OUTrackfmDetection Protocol=Private, Tracking Mode=Online, Hz=12.42022.01 | 68.5 | 69.4 | 57.9 | 12.2 | 37,431 | 123,197 | 76.2 | 2,147 | 5,683 | — | — | — | — | — | |
| FairMOTDetection Protocol=Private, Tracking Mode=Offline, Pre-training=CrowdHuman without five extra datasets, Hz=13.22022.01 | 68.1 | 71.1 | 53.3 | 12.9 | 30,503 | 131,380 | 74.6 | 3,019 | 10,509 | — | — | — | — | — | |
| OTracketDetection Protocol=Private, Tracking Mode=Online, Hz=10.32022.01 | 65.8 | 61.8 | 58.9 | 13.1 | 48,947 | 125,152 | 73.8 | 2,897 | 3,064 | — | — | — | — | — | |
| OUTrackfmDetection Protocol=Public, Tracking Mode=Online, Hz=10.72022.01 | 65.3 | 65 | 49.4 | 13.3 | 38,709 | 13,799 | 73.4 | 2,832 | 7,212 | — | — | — | — | — | |
| TransTrackTraining Data=2.7x, Transformer=true, Association Solver=PAS2022.03 | 65 | 59.4 | 50.1 | 13.4 | 27,191 | 150,197 | — | 3,608 | — | 48.9 | 45.2 | — | — | — | |
| MeMOTTraining Data=1.0x, Transformer=false, Association Solver=IAS2022.03 | 63.7 | 66.1 | 57.5 | 14.3 | 47,882 | 137,983 | — | 1,938 | — | 54.1 | 55 | — | — | — | |
| FairMOTDetection Protocol=Private, Tracking Mode=Online, Hz=13.22022.01 | 61.8 | 67.3 | 68.8 | 7.6 | 103,440 | 88,901 | 80.6 | 5,243 | 7,874 | — | — | — | — | — | |
| FairMOTTraining Data=8.2x, Transformer=false, Association Solver=PAS2022.03 | 61.8 | 67.3 | 68.8 | 7.6 | 103,440 | 88,901 | — | 5,243 | — | 54.6 | 54.7 | — | — | — | |
| OTracketDetection Protocol=Public, Tracking Mode=Online, Hz=9.42022.01 | 60.8 | 60 | 56.4 | 14.3 | 70,156 | 129,703 | 74.9 | 2,783 | 2,984 | — | — | — | — | — | |
| TMOHDetection Protocol=Public, Tracking Mode=Online, Hz=0.62022.01 | 60.1 | 61.2 | 46.7 | 17.8 | 38,043 | 165,899 | 67.9 | 2,342 | 4,320 | — | — | — | — | — | |
| TransCenterTraining Data=2.7x, Transformer=false, Association Solver=PAS2022.03 | 58.5 | 49.6 | 48.6 | 14.9 | 64,217 | 146,019 | — | 4,695 | — | 43.5 | 37 | — | — | — | |
| Tracktor++Detection Protocol=Public, Tracking Mode=Online, Hz=1.22022.01 | 52.6 | 52.7 | 30.3 | 25 | 6,439 | 36,680 | 55.4 | 1,648 | 4,374 | — | — | — | — | — | |
| MLTDetection Protocol=Public, Tracking Mode=Online, Hz=3.72022.01 | 48.9 | 54.6 | 30.9 | 22.1 | 45,660 | 216,803 | 58.1 | 2,187 | 3,067 | — | — | — | — | — | |
| HopTrackTesting Device=Jetson AGX Xavier, Real Time=true, Open Source=true, Tracker Requires Training=false, Detector Independent=false2024.11 | 45.6 | — | — | — | — | — | — | — | — | — | — | — | 30.61 | 30.61 | |
| SORTDetection Protocol=Public, Tracking Mode=Online, Hz=57.32022.01 | 42.7 | 45.1 | 16.7 | 26.2 | 27,521 | 264,694 | 48.8 | 4,470 | 17,798 | — | — | — | — | — | |
| ByteTrackTesting Device=Tesla V100, Real Time=false, Open Source=true, Tracker Requires Training=false, Detector Independent=true2024.11 | — | — | — | — | — | — | — | — | — | — | — | — | 29.6 | 10.11 | |
| OCSortTesting Device=NVIDIA RTX 2080Ti, Real Time=false, Open Source=true, Tracker Requires Training=false, Detector Independent=true2024.11 | — | — | — | — | — | — | — | — | — | — | — | — | 28 | 10.72 | |
| StrongSortTesting Device=Tesla V100, Real Time=false, Open Source=true, Tracker Requires Training=true, Detector Independent=false2024.11 | — | — | — | — | — | — | — | — | — | — | — | — | 7.4 | 3.2 |