Multi-Object Tracking on SportsMOT 1.0 (test)
80.8HOTAHAT-FastReID-MOT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| HAT-FastReID-MOTcategory=reid-based, joint training involving validation set=true, hyperparameter adjustment=true2025.03 | 80.8 | 89.4 | 73.1 | 84.7 | — | — | |
| HAT-FastReID-MOTcategory=reid-based, joint training involving validation set=false, hyperparameter adjustment=true2025.03 | 79.3 | 87.4 | 72.1 | 83.6 | — | — | |
| HAT-FastReID-MOTcategory=reid-based, joint training involving validation set=false, hyperparameter adjustment=false2025.03 | 78.1 | 87.3 | 69.9 | 82.4 | — | — | |
| DiffMOTcategory=hybrid-based, joint training involving validation set=true2025.03 | 76.2 | 89.3 | 65.1 | 76.1 | — | — | |
| TBDQ-NetYear=ours, Training Setting=train+val2024.11 | 75.5 | 85.9 | 66.5 | 76.1 | 92.9 | 3.4 | |
| MOTIPYear=2025, Training Setting=train+val2024.11 | 75.2 | 86.5 | 65.4 | 78.2 | 96.1 | 3.3 | |
| ETTrackYear=2024, Training Setting=train+val2024.11 | 74.3 | 88.8 | 62.1 | 74.5 | 96.8 | 2.1 | |
| MixSort-OCcategory=hybrid-based, joint training involving validation set=true2025.03 | 74.1 | 88.5 | 62 | 74.4 | — | — | |
| MixSORTYear=2023, Training Setting=train+val2024.11 | 74.1 | 88.5 | 62 | 74.4 | 96.5 | — | |
| OC-SORTcategory=motion-based, joint training involving validation set=true2025.03 | 73.7 | 88.5 | 61.5 | 74 | — | — | |
| OC-SORTYear=2023, Training Setting=train+val2024.11 | 73.7 | 88.5 | 61.5 | 74 | 96.5 | 1.8 | |
| ETTrackYear=2024, Training Setting=train2024.11 | 72.2 | 86.9 | 60.1 | 72.5 | 94.9 | — | |
| DiffMOTcategory=hybrid-based, joint training involving validation set=false2025.03 | 72.1 | 86 | 60.5 | 72.8 | — | — | |
| TBDQ-NetYear=ours, Training Setting=train2024.11 | 72.1 | 82.8 | 62.8 | 72.9 | 89.5 | — | |
| OC-SORTcategory=motion-based, joint training involving validation set=false2025.03 | 71.9 | 86.4 | 59.8 | 72.2 | — | — | |
| OC-SORTYear=2023, Training Setting=train2024.11 | 71.9 | 86.4 | 59.8 | 72.2 | 94.5 | — | |
| MOTIPYear=2025, Training Setting=train2024.11 | 71.9 | 83.4 | 62 | 75 | 92.9 | — | |
| MambaMOTYear=2025, Training Setting=train2024.11 | 71.3 | 86.7 | 58.6 | 71.1 | 94.9 | — | |
| MeMOTRYear=2023, Training Setting=train2024.11 | 70 | 83.1 | 59.1 | 71.4 | 91.5 | — | |
| BOT-SORTcategory=hybrid-based, joint training involving validation set=false2025.03 | 68.7 | 84.4 | 55.9 | 70 | — | — | |
| FastReID-MOT (baseline)category=reid-based, joint training involving validation set=false2025.03 | 67.3 | 86.8 | 52.3 | 69.3 | — | — | |
| MixSort-Bytecategory=hybrid-based, joint training involving validation set=true2025.03 | 65.7 | 78.8 | 54.8 | 74.1 | — | — | |
| ByteTrackcategory=motion-based, joint training involving validation set=true2025.03 | 64.1 | 78.5 | 52.3 | 71.4 | — | — | |
| ByteTrackYear=2022, Training Setting=train+val2024.11 | 64.1 | 78.5 | 52.3 | 71.4 | 95.9 | 1.3 | |
| ByteTrackcategory=motion-based, joint training involving validation set=false2025.03 | 62.8 | 77.1 | 51.2 | 69.8 | — | — | |
| ByteTrackYear=2022, Training Setting=train2024.11 | 62.8 | 77.1 | 51.2 | 69.8 | 94.1 | — | |
| QDTrackcategory=reid-based, joint training involving validation set=false2025.03 | 60.4 | 77.5 | 47.2 | 62.3 | — | — | |
| FairMOTcategory=hybrid-based, joint training involving validation set=false2025.03 | 49.3 | 70.2 | 34.7 | 53.5 | — | — |