Multi-Object Tracking on SpaceAnimal-MOT Zebrafish
52HOTAMOTIP
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MOTIPYear=2025, Matcher Type=Learnable Matcher2026.04 | 52 | 66.3 | 855 | 74.4 | 43.5 | 62.2 | |
| MeMOTRYear=2023, Matcher Type=Learnable Matcher2026.04 | 42.5 | 60.5 | 26 | 26.1 | 50.3 | 35.9 | |
| SambaMOTRYear=2024, Matcher Type=Learnable Matcher2026.04 | 41.9 | 58.3 | 27 | 20.6 | 51.2 | 34.3 | |
| ART-TrackMatcher Type=Ours2026.04 | 40.5 | 56.8 | 26 | 61.3 | 33.4 | 49.2 | |
| ByteTrackYear=2022, Matcher Type=Heuristic Matcher2026.04 | 40.2 | 49.5 | 171 | 57.4 | 31.7 | 51.4 | |
| BOT-SORTYear=2021, Matcher Type=Heuristic Matcher2026.04 | 39.5 | 46.4 | 385 | 68.9 | 27.9 | 56.2 | |
| OC-SORTYear=2023, Matcher Type=Heuristic Matcher2026.04 | 38.6 | 46.8 | 180 | 65.6 | 28.3 | 52.8 | |
| BoostTrackYear=2024, Matcher Type=Heuristic Matcher2026.04 | 37.2 | 45.5 | 342 | 58.7 | 28.9 | 48.1 | |
| FairMOTYear=2021, Matcher Type=Heuristic Matcher2026.04 | 35.8 | 43.4 | 472 | 53.2 | 27.1 | 47.8 | |
| DeepSortYear=2018, Matcher Type=Heuristic Matcher2026.04 | 34.7 | 38.3 | 415 | 54.1 | 24.8 | 48.1 | |
| MOTRYear=2022, Matcher Type=Learnable Matcher2026.04 | 33.2 | 39.4 | 105 | 17.2 | 41.3 | 26.8 | |
| FastTrackYear=2025, Matcher Type=Heuristic Matcher2026.04 | 31.1 | 35.7 | 257 | 45.6 | 23.8 | 41 | |
| CSTrackYear=2022, Matcher Type=Heuristic Matcher2026.04 | 18.6 | 21.6 | 451 | 27.9 | 12.4 | 28.1 | |
| SparseTrackYear=2025, Matcher Type=Heuristic Matcher2026.04 | 16.9 | 22.2 | 200 | 24.2 | 14.2 | 20.1 | |
| Hybrid-SORTYear=2024, Matcher Type=Heuristic Matcher2026.04 | 15.5 | 20.8 | 221 | 23.5 | 12.3 | 19.6 | |
| SortYear=2016, Matcher Type=Heuristic Matcher2026.04 | 15 | 20.1 | 246 | 23.2 | 11.8 | 19.1 |