| Paper | Code | PSNR | ModelName | ReleaseDate |
|---|---|---|---|---|
| Hierarchical Information Flow for Generalized Efficient Image Restoration | 28.91 | Hi-IR | 2024-11-27 | |
| Improving Image Restoration by Revisiting Global Information Aggregation | ✓ Link | 28.41 | Restormer-Local | 2021-12-08 |
| KBNet: Kernel Basis Network for Image Restoration | ✓ Link | 28.33 | KBNet | 2023-03-06 |
| Restormer: Efficient Transformer for High-Resolution Image Restoration | ✓ Link | 28.29 | Restormer | 2021-11-18 |
| SwinIR: Image Restoration Using Swin Transformer | ✓ Link | 27.98 | SwinIR | 2021-08-23 |
| Non-Local Recurrent Network for Image Restoration | ✓ Link | 27.49 | NLRN | 2018-06-07 |
| Residual Dense Network for Image Restoration | ✓ Link | 27.47 | Residual Dense Network + | 2018-12-25 |
| Multi-level Wavelet-CNN for Image Restoration | ✓ Link | 27.42 | MWCNN | 2018-05-18 |
| Deep Graph-Convolutional Image Denoising | ✓ Link | 27.41 | GCDN | 2019-07-19 |
| Neural Nearest Neighbors Networks | ✓ Link | 26.82 | N3Net | 2018-10-30 |