Metric: HOTA (higher is better)
| # | Model↕ | HOTA▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | OmniTrack | 23.45 | No | Omnidirectional Multi-Object Tracking | 2025-03-06 | Code |
| 2 | DeepSORT | 21.16 | No | Simple Online and Realtime Tracking with a Deep ... | 2017-03-21 | Code |
| 3 | OC-SORT | 20.83 | No | Observation-Centric SORT: Rethinking SORT for Ro... | 2022-03-27 | Code |
| 4 | ByteTrack | 20.66 | No | ByteTrack: Multi-Object Tracking by Associating ... | 2021-10-13 | Code |
| 5 | TrackFormer | 19.62 | No | TrackFormer: Multi-Object Tracking with Transfor... | 2021-01-07 | Code |
| 6 | HybridSORT | 16.64 | No | Hybrid-SORT: Weak Cues Matter for Online Multi-O... | 2023-08-01 | Code |
| 7 | DiffMOT | 16.4 | No | DiffMOT: A Real-time Diffusion-based Multiple Ob... | 2024-03-04 | - |
| 8 | Bot-SORT | 15.77 | No | BoT-SORT: Robust Associations Multi-Pedestrian T... | 2022-06-29 | Code |