Multi-Object Tracking on MOT17 (val)
81.1IDF1MixSort-Byte
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MixSort-ByteProtocol=private detector, Base Tracker=ByteTrack2023.04 | 81.1 | 69.4 | 71.3 | 79.9 | 68.2 | 155 | |
| MixSort-OCProtocol=private detector, Base Tracker=OC-SORT2023.04 | 80.6 | 69.2 | 71.5 | 78.9 | 67.4 | 135 | |
| SparseTrackMotion Model Category=Kalman filter2026.04 | 80.1 | 65.1 | 65.1 | 81 | 65.3 | — | |
| OC-SORTProtocol=private detector2023.04 | 79.3 | 68 | 69.9 | 77.9 | — | — | |
| TOPICTrackMotion Model Category=Kalman filter2026.04 | 78.7 | 63.9 | 64.3 | 78.8 | — | — | |
| Hybrid-SORTMotion Model Category=Kalman filter2026.04 | 78.4 | 63.6 | — | 79.3 | — | — | |
| GateMOTMotion Model Category=Learnable motion, Backbone=DLA-34, Decoder=1-layer Q-Attn2026.04 | 77.9 | 63.3 | 63.5 | 78 | 63.4 | — | |
| OC-SORTMotion Model Category=Kalman filter2026.04 | 77.5 | 63.2 | 63.2 | 78 | 63.2 | — | |
| ByteTrackMotion Model Category=Kalman filter2026.04 | 77.3 | 63.1 | 62 | 80.3 | 64.5 | — | |
| FeatureSORTMotion Model Category=Kalman filter2026.04 | 77.2 | 63 | 62 | 79.6 | 64.4 | — | |
| ByteTrackProtocol=private detector2023.04 | 76.7 | — | — | 79.7 | — | 159 | |
| GTRProtocol=private detector2023.04 | 75.9 | 63 | 66.2 | 71.3 | 60.4 | — | |
| ETTrackMotion Model Category=Learnable motion2026.04 | 75.9 | 61.9 | 60.5 | 79 | — | — | |
| MOTRv2Motion Model Category=Query-based2026.04 | 75 | 62 | 60.6 | 78.6 | 63.8 | — | |
| TrackSSMMotion Model Category=Learnable motion2026.04 | 74.1 | 61.4 | 59.6 | 78.5 | 63.6 | — | |
| MambaTrackMotion Model Category=Learnable motion2026.04 | 73.9 | 61.1 | — | 78.1 | — | — | |
| DiffusionTrackMotion Model Category=Learnable motion2026.04 | 73.8 | 60.8 | 58.8 | 77.9 | 63.2 | — | |
| STDFormerMotion Model Category=Learnable motion2026.04 | 73.1 | 60.9 | 58.4 | 78.4 | — | — | |
| FairMOTMotion Model Category=Kalman filter2026.04 | 72.3 | 59.3 | 58 | 73.7 | 60.9 | — | |
| MeMOTRMotion Model Category=Query-based2026.04 | 71.5 | 58.8 | 58.4 | 72.8 | 59.6 | — | |
| MeMOTMotion Model Category=Query-based2026.04 | 69 | 56.9 | 55.2 | 72.5 | — | — | |
| MOTRMotion Model Category=Query-based2026.04 | 68.6 | 57.8 | 55.7 | 73.4 | 60.3 | — | |
| TrackFormerMotion Model Category=Query-based2026.04 | 68 | 57.3 | 54.1 | 74.1 | 60.9 | — | |
| TransTrackMotion Model Category=Query-based2026.04 | 63.5 | 54.1 | 47.9 | 75.2 | 61.6 | — |