Multi-Object Tracking on AnimalTrack 44 (test)
56.2HOTAHieDG
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HieDGCategory=Ours, continuous geometric cues=false2026.07 | 56.2 | 54.9 | 58.4 | 62.5 | 64.4 | |
| CO-MOTCategory=Query-based2026.07 | 55.3 | 55.1 | 55.5 | 62.8 | 62.1 | |
| HieDGCategory=Ours, continuous geometric cues=true2026.07 | 54.6 | 55 | 54.2 | 62.4 | 61.8 | |
| MOTIPCategory=Query-based2026.07 | 54.1 | 54.2 | 55 | 61.9 | 61.7 | |
| MeMOTRCategory=Query-based2026.07 | 52.2 | 54.3 | 50.1 | 62.1 | 58.6 | |
| MOTRCategory=Query-based2026.07 | 49.5 | 51.3 | 47.7 | 57.2 | 54.1 | |
| ByteTrackCategory=Heuristic-based2026.07 | 48.1 | 46.9 | 49.3 | 56.6 | 55.5 | |
| QDtrackCategory=Heuristic-based2026.07 | 47 | — | — | 55.7 | 56.3 | |
| TransTrackCategory=Query-based2026.07 | 45.4 | — | — | 48.3 | 53.4 | |
| Tracktor++Category=Heuristic-based2026.07 | 44.2 | — | — | 55.2 | 51 | |
| SORTCategory=Heuristic-based2026.07 | 42.5 | 48.8 | 37 | 54.8 | 49.1 | |
| IOUTrackCategory=Heuristic-based2026.07 | 41.6 | — | — | 55.7 | 45.7 | |
| DeepSORTCategory=Heuristic-based2026.07 | 36.4 | 41.2 | 32.1 | 41 | 35.2 | |
| TADAMCategory=Heuristic-based2026.07 | 32.5 | — | — | 36.5 | 37.2 | |
| TrackFormerCategory=Query-based2026.07 | 31 | — | — | 20.4 | 36.5 | |
| FairMOTCategory=Heuristic-based2026.07 | 30.6 | — | — | 29 | 38.8 | |
| JDECategory=Heuristic-based2026.07 | 28.7 | 40.6 | 20.3 | 28.3 | 33.2 |