Metric: HOTA (higher is better)
| # | Model↕ | HOTA▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | OmniTrack | 26.92 | No | Omnidirectional Multi-Object Tracking | 2025-03-06 | Code |
| 2 | OC-SORT | 25.04 | No | - | - | - |
| 3 | HybridSORT | 25.01 | No | - | - | - |
| 4 | ByteTrack | 25 | No | - | - | - |
| 5 | SORT | 23.49 | No | - | - | - |
| 6 | Bot-SORT | 22.9 | No | - | - | - |
| 7 | DeepSORT | 22.15 | No | - | - | - |
| 8 | DiffMOT | 19.96 | No | - | - | - |
| 9 | TrackFormer | 19.16 | No | - | - | - |
| 10 | MOTRv2 | 18.22 | No | - | - | - |