Text based Person Retrieval on ICFG-PEDES
Metric: R@10 (higher is better)
Metric: R@10 (higher is better)
| # | Model↕ | R@10▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Filtering-WoRA(Small) | 87.53 | No | From Data Deluge to Data Curation: A Filtering-W... | 2024-04-16 | Code |
| 2 | RDE | 87.36 | Yes | Noisy-Correspondence Learning for Text-to-Image ... | 2023-08-19 | Code |
| 3 | PLIP-RN50 | 86.32 | No | PLIP: Language-Image Pre-training for Person Rep... | 2023-05-15 | Code |
| 4 | IRRA | 85.82 | Yes | Cross-Modal Implicit Relation Reasoning and Alig... | 2023-03-22 | Code |
| 5 | MARS | 85.79 | No | MARS: Paying more attention to visual attributes... | 2024-07-05 | Code |
| 6 | TBPS-CLIP (ViT-B/16) | 85.47 | No | An Empirical Study of CLIP for Text-based Person... | 2023-08-19 | Code |
| 7 | RaSa | 85.12 | No | RaSa: Relation and Sensitivity Aware Representat... | 2023-05-23 | Code |
| 8 | VGSG (ViT-Base) | 84.36 | No | VGSG: Vision-Guided Semantic-Group Network for T... | 2023-11-13 | - |