Metric: Rank-1 (higher is better)
| # | Model↕ | Rank-1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MBR4B-LAI (w/ RK) | 98 | No | Strength in Diversity: Multi-Branch Representati... | 2023-10-02 | Code |
| 2 | MBR4B-LAI (without re-ranking) | 97.8 | No | Strength in Diversity: Multi-Branch Representati... | 2023-10-02 | Code |
| 3 | ProNet++ (ResNet50) | 97.7 | No | Rethinking Person Re-identification from a Proje... | 2023-08-21 | - |
| 4 | MBR4B (without re-ranking) | 97.68 | No | Strength in Diversity: Multi-Branch Representati... | 2023-10-02 | Code |
| 5 | CA-Jaccard | 97.6 | No | CA-Jaccard: Camera-aware Jaccard Distance for Pe... | 2023-11-17 | Code |
| 6 | RPTM | 97.3 | No | Relation Preserving Triplet Mining for Stabilisi... | 2021-10-15 | Code |
| 7 | CLIP-ReID (without re-ranking) | 97.3 | No | CLIP-ReID: Exploiting Vision-Language Model for ... | 2022-11-25 | Code |
| 8 | TransReID | 97.1 | No | TransReID: Transformer-based Object Re-Identific... | 2021-02-08 | Code |
| 9 | ANet | 96.8 | No | AttributeNet: Attribute Enhanced Vehicle Re-Iden... | 2021-02-07 | - |
| 10 | MSINet (2.3M w/o RK) | 96.8 | No | MSINet: Twins Contrastive Search of Multi-Scale ... | 2023-03-13 | Code |
| 11 | CAL | 95.4 | No | Counterfactual Attention Learning for Fine-Grain... | 2021-08-19 | Code |