Metric: PSNR (higher is better)
| # | Model↕ | PSNR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MST++ | 34.32 | No | MST++: Multi-stage Spectral-wise Transformer for... | 2022-04-17 | Code |
| 2 | MST-L | 33.9 | No | Mask-guided Spectral-wise Transformer for Effici... | 2021-11-15 | Code |
| 3 | MPRNet | 33.5 | No | Multi-Stage Progressive Image Restoration | 2021-02-04 | Code |
| 4 | Restormer | 33.4 | No | Restormer: Efficient Transformer for High-Resolu... | 2021-11-18 | Code |
| 5 | MIRNet | 33.29 | No | Learning Enriched Features for Real Image Restor... | 2020-03-15 | Code |
| 6 | HINet | 32.51 | No | HINet: Half Instance Normalization Network for I... | 2021-05-13 | Code |
| 7 | HDNet | 32.13 | No | HDNet: High-resolution Dual-domain Learning for ... | 2022-03-04 | Code |
| 8 | AWAN | 31.22 | No | Adaptive Weighted Guided Image Filtering for Dep... | 2022-01-18 | - |
| 9 | EDSR | 28.29 | No | Enhanced Deep Residual Networks for Single Image... | 2017-07-10 | Code |
| 10 | HRNet | 26.89 | No | Hierarchical Regression Network for Spectral Rec... | 2020-05-10 | Code |
| 11 | HSCNN+ | 26.36 | No | - | - | - |