| Paper | Code | Average PSNR | SSIM | LPIPS | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Adaptive Blind All-in-One Image Restoration | ✓ Link | 31.25 | 0.921 | ABAIR | 2024-11-27 | |
| Complexity Experts are Task-Discriminative Learners for Any Image Restoration | 30.58 | 0.919 | MoCE-IR | 2024-11-27 | ||
| Degradation-Aware Residual-Conditioned Optimal Transport for Unified Image Restoration | ✓ Link | 30.40 | 0.911 | 0.064 | DA-RCOT | 2024-11-03 |
| HAIR: Hypernetworks-based All-in-One Image Restoration | ✓ Link | 30.37 | 0.914 | HAIR | 2024-08-15 | |
| Efficient Degradation-aware Any Image Restoration | 30.24 | 0.910 | DaAIR | 2024-05-24 | ||
| AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation | ✓ Link | 30.20 | 0.910 | AdaIR | 2024-03-21 | |
| Restore Anything Model via Efficient Degradation Adaptation | ✓ Link | 29.65 | 0.901 | AnyIR | 2024-07-18 | |
| Ingredient-Oriented Multi-Degradation Learning for Image Restoration | ✓ Link | 28.34 | 0.893 | IDR | 2023-01-01 | |
| All-in-One Image Restoration for Unknown Corruption | ✓ Link | 25.49 | 0.846 | AirNet | 2022-01-01 |