Metric: mAP (higher is better)
| # | Model↕ | mAP▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CSCI | 25.9 | No | - | - | - |
| 2 | SirNet | 24 | No | Sampling Agnostic Feature Representation for Lon... | 2022-09-20 | Code |
| 3 | RLQ (CAP + TAD) | 21.5 | Yes | Coarse Attribute Prediction with Task Agnostic D... | 2025-05-19 | - |
| 4 | CAL+GEFF | 20.2 | No | GEFF: Improving Any Clothes-Changing Person ReID... | 2022-11-24 | Code |
| 5 | CAL+DLCR | 19.6 | No | DLCR: A Generative Data Expansion Framework via ... | 2024-11-11 | Code |
| 6 | FIRe2 | 19.1 | No | Exploring Fine-Grained Representation and Recomp... | 2023-08-21 | Code |
| 7 | CSSC | 18.6 | No | Content and Salient Semantics Collaboration for ... | 2024-05-26 | Code |
| 8 | FSAM | 16.2 | No | - | - | - |
| 9 | CAMC | 15.4 | No | - | - | Code |
| 10 | 3DSL | 14.8 | No | - | - | Code |
| 11 | GI-ReID | 10.4 | No | Cloth-Changing Person Re-identification from A S... | 2021-03-29 | Code |
| 12 | AD-ViT | -1 | No | - | - | Code |