Multi-Object Tracking on DanceTrack (val)
63.4HOTATCMP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TCMP# Params=0.2M, FLOPs=1.5M2026.05 | 63.4 | — | — | — | — | |
| D2MP# Params=14.7M, FLOPs=28.0M2026.05 | 62.3 | — | — | — | — | |
| Deep-OCSORTDetectors=YOLOX, Category Agnostic=false2024.09 | 58.53 | — | 59.06 | — | — | |
| SIKNetAssociation algorithm=BYTE, Detection type=Oracle detections2025.09 | 56.19 | 92.37 | 57.87 | 39.97 | 1,427 | |
| KNetAssociation algorithm=BYTE, Detection type=Oracle detections2025.09 | 54.6 | 92.1 | 58.2 | 38.88 | 1,483 | |
| MAC-SORTDetectors=YOLOX, Category Agnostic=false2024.09 | 53.78 | 86.85 | 54.06 | — | — | |
| OC-SORTDetectors=YOLOX, Category Agnostic=false2024.09 | 52.1 | 87.3 | 51.6 | — | — | |
| SKNetAssociation algorithm=BYTE, Detection type=Oracle detections2025.09 | 50.94 | 89.99 | 54.88 | 35.74 | 1,619 | |
| KFAssociation algorithm=BYTE, Detection type=Oracle detections2025.09 | 49.95 | 90.41 | 56.22 | 34.8 | 1,738 | |
| Deep-OCSORT†Detectors=YOLOX, Category Agnostic=false, Source=Reproduced results2024.09 | 49.36 | 84.82 | 48.89 | — | — | |
| MAC-SORTDetectors=TP-OD (Ours), Category Agnostic=true2024.09 | 48.75 | 81.74 | 48.02 | — | — | |
| SORTDetectors=YOLOX, Category Agnostic=false2024.09 | 47.8 | 88.2 | 48.3 | — | — | |
| ByteTrackDetectors=YOLOX, Category Agnostic=false2024.09 | 47.1 | 88.2 | 51.9 | — | — | |
| DeepSORTDetectors=YOLOX, Category Agnostic=false2024.09 | 45.8 | 87.1 | 46.8 | — | — | |
| MOTDTDetectors=YOLOX, Category Agnostic=false2024.09 | 39.2 | 84.3 | 39.6 | — | — |