| Paper | Code | Average PSNR | SSIM | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Adaptive Blind All-in-One Image Restoration | ✓ Link | 33.21 | 0.919 | ABAIR | 2024-11-27 |
| Complexity Experts are Task-Discriminative Learners for Any Image Restoration | 32.73 | 0.917 | MoCE-IR | 2024-11-27 | |
| HAIR: Hypernetworks-based All-in-One Image Restoration | ✓ Link | 32.70 | 0.919 | HAIR | 2024-08-15 |
| AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation | ✓ Link | 32.69 | 0.918 | AdaIR | 2024-03-21 |
| Degradation-Aware Residual-Conditioned Optimal Transport for Unified Image Restoration | ✓ Link | 32.60 | 0.917 | DA-RCOT | 2024-11-03 |
| Restore Anything Model via Efficient Degradation Adaptation | ✓ Link | 32.51 | 0.916 | RAM | 2024-07-18 |
| PromptIR: Prompting for All-in-One Blind Image Restoration | ✓ Link | 32.06 | 0.913 | PromptIR | 2023-06-22 |
| Unified-Width Adaptive Dynamic Network for All-In-One Image Restoration | ✓ Link | 31.47 | 0.910 | U-WADN | 2024-01-24 |
| All-in-One Image Restoration for Unknown Corruption | ✓ Link | 31.20 | 0.910 | AirNet | 2022-01-01 |