Metric: mAP (higher is better)
| # | Model↕ | mAP▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CAL+GEFF+DLCR | 66 | No | DLCR: A Generative Data Expansion Framework via ... | 2024-11-11 | Code |
| 2 | AIM+GEFF | 64.7 | No | GEFF: Improving Any Clothes-Changing Person ReID... | 2022-11-24 | Code |
| 3 | CAL+GEFF | 64 | No | GEFF: Improving Any Clothes-Changing Person ReID... | 2022-11-24 | Code |
| 4 | RLQ(CAP + TAD) | 63.2 | Yes | Coarse Attribute Prediction with Task Agnostic D... | 2025-05-19 | - |
| 5 | FIRe2 | 63.1 | No | Exploring Fine-Grained Representation and Recomp... | 2023-08-21 | Code |
| 6 | CAL+DLCR | 63 | No | DLCR: A Generative Data Expansion Framework via ... | 2024-11-11 | Code |
| 7 | CSSC | 63 | No | Content and Salient Semantics Collaboration for ... | 2024-05-26 | Code |
| 8 | CSCI | 62.3 | No | - | - | - |
| 9 | TransReid+CCUP | 59 | No | CCUP: A Controllable Synthetic Data Generation P... | 2024-10-17 | Code |
| 10 | CAL | 55.8 | No | Clothes-Changing Person Re-identification with R... | 2022-04-14 | Code |
| 11 | SiCL | 55.4 | No | SiCL: Silhouette-Driven Contrastive Learning for... | 2023-05-23 | Code |