Multi-Object Tracking on MOT 16
72.6MOTAMeMOT
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MeMOTTraining Data=1.9x, Transformer=true, Association Solver=IAS2022.03 | 72.6 | 69.7 | 57.4 | 55.7 | 845 | 44.9 | 16.6 | 14,595 | 34,595 | — | — | |
| FairMOTTraining Data=13.1x, Transformer=false, Association Solver=PAS2022.03 | 69.3 | 72.3 | 58.3 | 58 | 815 | 40.3 | 16.7 | 13,501 | 41,653 | — | — | |
| CTrackerTraining Data=1.0x, Transformer=false, Association Solver=PAS2022.03 | 67.6 | 57.2 | 48.8 | 43.7 | 1,897 | 32.9 | 23.1 | 8,934 | 48,350 | — | — | |
| TubeTKTraining Data=44.5x, Transformer=false, Association Solver=PAS2022.03 | 66.9 | 62.2 | 50.8 | 47.3 | 1,236 | 39 | 16.1 | 11,544 | 47,502 | — | — | |
| MOTRTraining Data=1.9x, Transformer=true, Association Solver=IAS2022.03 | 66.8 | 67 | — | — | 586 | 34.1 | 25.7 | 10,364 | 49,582 | — | — | |
| JDETraining Data=10.2x, Transformer=false, Association Solver=PAS2022.03 | 64.4 | 55.8 | — | — | 1,544 | 35.4 | 20 | — | — | — | — | |
| HopTrackTesting Device=Jetson AGX Xavier, Real Time=true, Open Source=true, Tracker Requires Training=false, Detector Independent=false2024.11 | 62.91 | — | — | — | — | — | — | — | — | 30.61 | 30.61 | |
| RTMOVTTesting Device=Jetson TX2, Real Time=false, Open Source=false, Tracker Requires Training=true, Detector Independent=false2024.11 | 45 | — | — | — | — | — | — | — | — | 30 | 24.1 | |
| ByteTrackTesting Device=Tesla V100, Real Time=false, Open Source=true, Tracker Requires Training=false, Detector Independent=true2024.11 | — | — | — | — | — | — | — | — | — | 29.6 | 10.11 | |
| DeepSortTesting Device=NVIDIA GTX 1050, Real Time=false, Open Source=true, Tracker Requires Training=true, Detector Independent=false2024.11 | — | — | — | — | — | — | — | — | — | 13.8 | 5.9 | |
| JDETesting Device=NVIDIA Titan xp, Real Time=false, Open Source=true, Tracker Requires Training=true, Detector Independent=false2024.11 | — | — | — | — | — | — | — | — | — | 18.8 | 9.08 |