Metric: mAP (higher is better)
| # | Model↕ | mAP▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MARS | 71.41 | No | MARS: Paying more attention to visual attributes... | 2024-07-05 | Code |
| 2 | RaSa | 69.38 | No | RaSa: Relation and Sensitivity Aware Representat... | 2023-05-23 | Code |
| 3 | CADA | 68.87 | No | Cross-Modal Adaptive Dual Association for Text-t... | 2023-12-04 | - |
| 4 | WoRA | 67.22 | Yes | From Data Deluge to Data Curation: A Filtering-W... | 2024-04-16 | Code |
| 5 | APTM | 66.91 | Yes | Towards Unified Text-based Person Retrieval: A L... | 2023-06-05 | Code |
| 6 | TextReID | 60.08 | Yes | Text-Based Person Search with Limited Data | 2021-10-20 | Code |
| 7 | AXM-Net | 57.38 | No | AXM-Net: Implicit Cross-Modal Feature Alignment ... | 2021-01-19 | - |