Multi-Object Tracking on BEE24 (test)
51.9HOTATDLP-bbox
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TDLP-bboxParadigm=tbd, Feature Modality=bbox features, Object Detector=same object detector2025.12 | 51.9 | 46.2 | 66.8 | 74.9 | — | |
| NOOUGATTracking type=Online2025.09 | 51.1 | 45.4 | 65.6 | 72.9 | — | |
| CAMELTrackMethod Category=Learned Association, Detector=YOLOX2025.05 | 50.3 | 42.6 | 63.8 | 75.7 | — | |
| CAMELTrackParadigm=tbd, Feature Modality=bbox features, Object Detector=same object detector2025.12 | 50.3 | 42.6 | 63.8 | 75.7 | — | |
| GateMOTMethod Category=Learnable motion2026.04 | 48.4 | 44.7 | 64.5 | 67.8 | 1,058 | |
| TOPICTrackMethod Category=Heuristic Association, Detector=YOLOX2025.05 | 46.6 | 40.3 | 59.7 | 66.7 | — | |
| TOPICTrackParadigm=tbd, Feature Modality=bbox features, Object Detector=same object detector2025.12 | 46.6 | 40.3 | 59.7 | 66.7 | — | |
| TOPICTrackTracking type=Online2025.09 | 46.6 | 40.3 | 59.7 | 66.7 | — | |
| TOPICTrackMethod Category=Kalman filter2026.04 | 46.6 | 40.3 | 59.7 | 66.7 | 1,401 | |
| TrackFormerMethod Category=End-to-End MOT2025.05 | 44.3 | 42.3 | 53.9 | 41.5 | — | |
| TrackFormerParadigm=e2e2025.12 | 44.3 | 42.3 | 53.9 | 41.5 | — | |
| TrackFormerTracking type=Online2025.09 | 44.3 | 42.3 | 53.9 | 41.5 | — | |
| TrackFormerMethod Category=Query-based2026.04 | 44.3 | 42.3 | 53.9 | 41.5 | 3,405 | |
| ByteTrackMethod Category=Heuristic Association, Detector=YOLOX2025.05 | 43.2 | 38.3 | 56.8 | 59.2 | — | |
| ByteTrackParadigm=tbd, Feature Modality=bbox features, Object Detector=same object detector2025.12 | 43.2 | 38.3 | 56.8 | 59.2 | — | |
| ByteTrackMethod Category=Kalman filter2026.04 | 43.2 | 38.3 | 56.8 | 59.2 | 1,303 | |
| OC-SORTMethod Category=Heuristic Association, Detector=YOLOX2025.05 | 42.7 | 36.8 | 55.3 | 61.6 | — | |
| OC_SORTParadigm=tbd, Feature Modality=bbox features, Object Detector=same object detector2025.12 | 42.7 | 36.8 | 55.3 | 61.6 | — | |
| OC-SORTTracking type=Online2025.09 | 42.7 | 36.8 | 55.3 | 61.6 | — | |
| OC-SORTMethod Category=Kalman filter2026.04 | 42.7 | 36.8 | 55.3 | 61.6 | 1,435 | |
| ByteTrackTracking type=Online2025.09 | 42.3 | 38.3 | 56.8 | 59.2 | — | |
| FairMOTMethod Category=Kalman filter2026.04 | 42.3 | 42.5 | 54.3 | 40.9 | 3,968 | |
| UniTrackMethod Category=Kalman filter2026.04 | 41.6 | 34.8 | 53 | 54.6 | 1,972 | |
| CTrackerMethod Category=Learnable motion2026.04 | 33.4 | 24.5 | 39.4 | 42.8 | 2,987 | |
| TraDeSMethod Category=Learnable motion2026.04 | 30.9 | 20.2 | 34.8 | 42.2 | 5,660 |