Metric: PSNR (higher is better)
| # | Model↕ | PSNR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Restormer | 32 | No | Restormer: Efficient Transformer for High-Resolu... | 2021-11-18 | Code |
| 2 | M3SNet | 31.29 | No | A Mountain-Shaped Single-Stage Network for Accur... | 2023-05-09 | Code |
| 3 | MHNet | 31.19 | No | Mixed Hierarchy Network for Image Restoration | 2023-02-19 | Code |
| 4 | MAXIM | 31.17 | No | MAXIM: Multi-Axis MLP for Image Processing | 2022-01-09 | Code |
| 5 | HINet | 30.29 | No | HINet: Half Instance Normalization Network for I... | 2021-05-13 | Code |
| 6 | MPRNet | 30.27 | No | Multi-Stage Progressive Image Restoration | 2021-02-04 | Code |
| 7 | MSPFN | 27.5 | No | Multi-Scale Progressive Fusion Network for Singl... | 2020-03-24 | Code |
| 8 | SEMI | 22.35 | No | Semi-supervised Transfer Learning for Image Rain... | 2018-07-29 | Code |