Metric: Rank-1 (higher is better)
| # | Model↕ | Rank-1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | B-BOT + Attention and CL loss* | 96.6 | Yes | Video Person Re-ID: Fantastic Techniques and Whe... | 2019-11-21 | Code |
| 2 | FGReID | 96.1 | No | Fine-Grained Re-Identification | 2020-11-26 | Code |
| 3 | AGRL | 93.1 | No | Adaptive Graph Representation Learning for Video... | 2019-09-05 | Code |
| 4 | Snippet (Supervised) | 93 | No | - | - | - |
| 5 | uPMnet | 92 | No | Exploiting Robust Unsupervised Video Person Re-i... | 2021-11-09 | Code |
| 6 | DAL | 85.3 | No | Deep Association Learning for Unsupervised Video... | 2018-08-22 | Code |
| 7 | SMP* | 80.9 | No | - | - | - |
| 8 | DGM+MLAPG+ | 73.1 | No | Dynamic Label Graph Matching for Unsupervised Vi... | 2017-09-27 | - |
| 9 | DGM+IDE+ | 56.4 | No | Dynamic Label Graph Matching for Unsupervised Vi... | 2017-09-27 | - |
| 10 | UTAL | 54.7 | No | Unsupervised Tracklet Person Re-Identification | 2019-03-01 | Code |
| 11 | RACE+ | 50.6 | No | - | - | - |
| 12 | TAUDL | 49.4 | No | Unsupervised Person Re-identification by Deep Le... | 2018-09-08 | - |
| 13 | DASy* | 43 | No | Domain Adaptation through Synthesis for Unsuperv... | 2018-04-26 | - |