Metric: R-Sum (higher is better)
| # | Model↕ | R-Sum▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ReCon | 380.5 | No | ReCon: Enhancing True Correspondence Discriminat... | 2025-02-27 | Code |
| 2 | GSC-SGR | 375.1 | No | Mitigating Noisy Correspondence by Geometrical S... | 2024-05-27 | Code |
| 3 | L2RM-SGRAF | 374.2 | No | Learning to Rematch Mismatched Pairs for Robust ... | 2024-03-08 | Code |
| 4 | CRCL | 373.7 | No | Cross-modal Active Complementary Learning with S... | 2023-10-26 | Code |
| 5 | NAC | 373.5 | No | - | - | - |
| 6 | UGNCL | 373.1 | No | - | - | Code |
| 7 | CREAM | 372.6 | No | - | - | Code |
| 8 | SREM | 372.2 | No | Noisy Correspondence Learning with Self-Reinforc... | 2023-12-27 | - |
| 9 | BiCro* | 370.2 | No | BiCro: Noisy Correspondence Rectification for Mu... | 2023-03-22 | Code |
| 10 | REPAIR | 369.2 | No | REPAIR: Rank Correlation and Noisy Pair Half-rep... | 2024-03-13 | - |
| 11 | MSCN | 366.7 | No | Noisy Correspondence Learning with Meta Similari... | 2023-04-13 | Code |
| 12 | RCL-SGRAF | 364.4 | No | - | - | Code |
| 13 | DECL-SGRAF | 364.3 | No | - | - | Code |
| 14 | NCR | 355.6 | No | - | - | Code |
| 15 | LNC | 355.5 | No | - | - | - |