Multi-Object Tracking on AnimalTrack (test)
58HOTASAM2-Animal-Tracking
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SAM2-Animal-TrackingTraining protocol=Zero-shot, Detector=Grounding DINO L2025.11 | 58 | — | — | 52.7 | 65.2 | |
| ByteTrackTraining protocol=Zero-shot, Detector=Grounding DINO L2025.11 | 48.3 | — | — | 43.6 | 54.1 | |
| NetTrackTraining protocol=Zero-shot, Detector=Grounding DINO L2025.11 | 48.2 | — | — | 45.1 | 52.1 | |
| QDTrackFramework=Non End-to-End, Tracking-by-propagation=false2025.11 | 47 | 56.3 | 55.7 | — | — | |
| SelfMOTRFramework=End-to-End, Tracking-by-propagation=true2025.11 | 45.5 | 53.7 | 49.5 | — | — | |
| TransTrackFramework=End-to-End, Tracking-by-propagation=false2025.11 | 45.4 | 53.4 | 48.3 | — | — | |
| SORTFramework=Non End-to-End, Tracking-by-propagation=false2025.11 | 42.8 | 49.2 | 55.6 | — | — | |
| ByteTrackFramework=Non End-to-End, Tracking-by-propagation=false2025.11 | 40.1 | 51.2 | 38.5 | — | — | |
| ByteTrackTraining protocol=Trained on target dataset, Detector=YOLO-X [15]2025.11 | 40.1 | — | — | — | — | |
| TrackFormerFramework=End-to-End, Tracking-by-propagation=true2025.11 | 31 | 36.5 | 20.4 | — | — | |
| FairMOTFramework=Non End-to-End, Tracking-by-propagation=false2025.11 | 30.6 | 38.8 | 29 | — | — | |
| JDEFramework=Non End-to-End, Tracking-by-propagation=false2025.11 | 26.8 | 31 | 27.3 | — | — | |
| CenterTrackFramework=Non End-to-End, Tracking-by-propagation=false2025.11 | 9.9 | 7 | 1.6 | — | — |