| Paper | Code | HOTA | ModelName | ReleaseDate |
|---|---|---|---|---|
| Omnidirectional Multi-Object Tracking | ✓ Link | 23.45 | OmniTrack | 2025-03-06 |
| Simple Online and Realtime Tracking with a Deep Association Metric | ✓ Link | 21.16 | DeepSORT | 2017-03-21 |
| Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking | ✓ Link | 20.83 | OC-SORT | 2022-03-27 |
| ByteTrack: Multi-Object Tracking by Associating Every Detection Box | ✓ Link | 20.66 | ByteTrack | 2021-10-13 |
| TrackFormer: Multi-Object Tracking with Transformers | ✓ Link | 19.62 | TrackFormer | 2021-01-07 |
| Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking | ✓ Link | 16.64 | HybridSORT | 2023-08-01 |
| DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction | 16.4 | DiffMOT | 2024-03-04 | |
| BoT-SORT: Robust Associations Multi-Pedestrian Tracking | ✓ Link | 15.77 | Bot-SORT | 2022-06-29 |