Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ABAIR | 0.921 | No | Adaptive Blind All-in-One Image Restoration | 2024-11-27 | Code |
| 2 | MoCE-IR | 0.919 | No | Complexity Experts are Task-Discriminative Learn... | 2024-11-27 | - |
| 3 | HAIR | 0.914 | No | HAIR: Hypernetworks-based All-in-One Image Resto... | 2024-08-15 | Code |
| 4 | DA-RCOT | 0.911 | No | Degradation-Aware Residual-Conditioned Optimal T... | 2024-11-03 | Code |
| 5 | DaAIR | 0.91 | No | Efficient Degradation-aware Any Image Restoration | 2024-05-24 | - |
| 6 | AdaIR | 0.91 | No | AdaIR: Adaptive All-in-One Image Restoration via... | 2024-03-21 | Code |
| 7 | AnyIR | 0.901 | No | Restore Anything Model via Efficient Degradation... | 2024-07-18 | Code |
| 8 | IDR | 0.893 | No | - | - | Code |
| 9 | AirNet | 0.846 | No | - | - | Code |