Metric: Image-to-text R@10 (higher is better)
| # | Model↕ | Image-to-text R@10▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CTPR-SGR | 98.3 | No | - | - | - |
| 2 | CRCL | 98.3 | No | Cross-modal Active Complementary Learning with S... | 2023-10-26 | Code |
| 3 | SREM | 97.9 | No | Noisy Correspondence Learning with Self-Reinforc... | 2023-12-27 | - |
| 4 | ReCon | 97.8 | No | ReCon: Enhancing True Correspondence Discriminat... | 2025-02-27 | Code |
| 5 | NAC | 97.8 | No | - | - | - |
| 6 | GSC-SGR | 97.8 | No | Mitigating Noisy Correspondence by Geometrical S... | 2024-05-27 | Code |
| 7 | UGNCL | 97.8 | No | - | - | Code |
| 8 | L2RM-SGRAF | 97.8 | No | Learning to Rematch Mismatched Pairs for Robust ... | 2024-03-08 | Code |
| 9 | MSCN | 97.6 | No | Noisy Correspondence Learning with Meta Similari... | 2023-04-13 | Code |
| 10 | BiCro* | 97.5 | No | BiCro: Noisy Correspondence Rectification for Mu... | 2023-03-22 | Code |
| 11 | NCR | 97.5 | No | - | - | Code |
| 12 | CREAM | 97.3 | No | - | - | Code |
| 13 | DECL-SGRAF | 97 | No | - | - | Code |
| 14 | REPAIR | 96.9 | No | REPAIR: Rank Correlation and Noisy Pair Half-rep... | 2024-03-13 | - |
| 15 | LNC | 96.9 | No | - | - | - |
| 16 | RCL-SGR | 96.9 | No | - | - | Code |