10-shot image generation on 3-Degradations
Metric: SSIM (higher is better)
Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ABAIR | 0.919 | No | Adaptive Blind All-in-One Image Restoration | 2024-11-27 | Code |
| 2 | HAIR | 0.919 | No | HAIR: Hypernetworks-based All-in-One Image Resto... | 2024-08-15 | Code |
| 3 | AdaIR | 0.918 | No | AdaIR: Adaptive All-in-One Image Restoration via... | 2024-03-21 | Code |
| 4 | MoCE-IR | 0.917 | No | Complexity Experts are Task-Discriminative Learn... | 2024-11-27 | - |
| 5 | DA-RCOT | 0.917 | No | Degradation-Aware Residual-Conditioned Optimal T... | 2024-11-03 | Code |
| 6 | RAM | 0.916 | No | Restore Anything Model via Efficient Degradation... | 2024-07-18 | Code |
| 7 | PromptIR | 0.913 | No | PromptIR: Prompting for All-in-One Blind Image R... | 2023-06-22 | Code |
| 8 | U-WADN | 0.91 | No | Unified-Width Adaptive Dynamic Network for All-I... | 2024-01-24 | Code |
| 9 | AirNet | 0.91 | No | - | - | Code |