Blind All In One Image Restoration On 3
Metrics
Average PSNR
SSIM
Results
Performance results of various models on this benchmark
Model Name | Average PSNR | SSIM | Paper Title | Repository |
|---|---|---|---|---|
| AdaIR | 32.69 | 0.918 | AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation | - |
| HAIR | 32.70 | 0.919 | HAIR: Hypernetworks-based All-in-One Image Restoration | - |
| MoCE-IR | 32.73 | 0.917 | - | - |
| AirNet | 31.20 | 0.910 | All-in-One Image Restoration for Unknown Corruption | |
| DA-RCOT | 32.60 | 0.917 | Degradation-Aware Residual-Conditioned Optimal Transport for Unified Image Restoration | - |
| U-WADN | 31.47 | 0.910 | - | - |
| PromptIR | 32.06 | 0.913 | - | - |
| ABAIR | 33.21 | 0.919 | Adaptive Blind All-in-One Image Restoration | - |
| RAM | 32.51 | 0.916 | Restore Anything Model via Efficient Degradation Adaptation | - |
0 of 9 row(s) selected.