| Paper | Code | PSNR | SSIM | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Hierarchical Information Flow for Generalized Efficient Image Restoration | 31.92 | Hi-IR | 2024-11-27 | ||
| Improving Image Restoration by Revisiting Global Information Aggregation | ✓ Link | 31.55 | Restormer-Local | 2021-12-08 | |
| Restormer: Efficient Transformer for High-Resolution Image Restoration | ✓ Link | 31.46 | Restormer | 2021-11-18 | |
| KBNet: Kernel Basis Network for Image Restoration | ✓ Link | 31.45 | KBNet | 2023-03-06 | |
| SwinIR: Image Restoration Using Swin Transformer | ✓ Link | 31.3 | SwinIR | 2021-08-23 | |
| Deep Graph-Convolutional Image Denoising | ✓ Link | 30.95 | GCDN | 2019-07-19 | |
| Non-Local Recurrent Network for Image Restoration | ✓ Link | 30.94 | NLRN | 2018-06-07 | |
| Multi-level Wavelet-CNN for Image Restoration | ✓ Link | 30.66 | MWCNN | 2018-05-18 | |
| Neural Nearest Neighbors Networks | ✓ Link | 30.19 | 0.892 | N3Net | 2018-10-30 |
| Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising | ✓ Link | 29.97 | DnCNN | 2016-08-13 |