Metric: PSNR (higher is better)
| # | Model↕ | PSNR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CAPTNet | 34.77 | No | Prompt-based Ingredient-Oriented All-in-One Imag... | 2023-09-06 | Code |
| 2 | KBNet | 33.82 | No | KBNet: Kernel Basis Network for Image Restoration | 2023-03-06 | Code |
| 3 | M3SNet | 33.52 | No | A Mountain-Shaped Single-Stage Network for Accur... | 2023-05-09 | Code |
| 4 | MHNet | 33.41 | No | Mixed Hierarchy Network for Image Restoration | 2023-02-19 | Code |
| 5 | Restormer | 33.19 | No | Restormer: Efficient Transformer for High-Resolu... | 2021-11-18 | Code |
| 6 | HINet | 33.05 | No | HINet: Half Instance Normalization Network for I... | 2021-05-13 | Code |
| 7 | MPRNet | 32.91 | No | Multi-Stage Progressive Image Restoration | 2021-02-04 | Code |
| 8 | MSPFN | 32.39 | No | Multi-Scale Progressive Fusion Network for Singl... | 2020-03-24 | Code |
| 9 | SEMI | 26.05 | No | Semi-supervised Transfer Learning for Image Rain... | 2018-07-29 | Code |