Metric: R@10 (higher is better)
| # | Model↕ | R@10▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | APTM | 91.45 | Yes | Towards Unified Text-based Person Retrieval: A L... | 2023-06-05 | Code |
| 2 | MARS | 91.35 | No | MARS: Paying more attention to visual attributes... | 2024-07-05 | Code |
| 3 | RaSa | 91.35 | No | RaSa: Relation and Sensitivity Aware Representat... | 2023-05-23 | Code |
| 4 | Filtering-WoRA(Small) | 91.1 | Yes | From Data Deluge to Data Curation: A Filtering-W... | 2024-04-16 | Code |
| 5 | RDE | 89.9 | No | Noisy-Correspondence Learning for Text-to-Image ... | 2023-08-19 | Code |
| 6 | TBPS-CLIP (ViT-B/16) | 88.75 | No | An Empirical Study of CLIP for Text-based Person... | 2023-08-19 | Code |
| 7 | IRRA | 81.3 | Yes | Cross-Modal Implicit Relation Reasoning and Alig... | 2023-03-22 | Code |
| 8 | DSSL | 73.95 | No | DSSL: Deep Surroundings-person Separation Learni... | 2021-09-12 | Code |