Metric: PSNR (higher is better)
| # | Model↕ | PSNR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Restormer | 33.79 | No | Restormer: Efficient Transformer for High-Resolu... | 2021-11-18 | Code |
| 2 | SwinIR | 33.7 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |
| 3 | GCDN | 33.47 | No | Deep Graph-Convolutional Image Denoising | 2019-07-19 | Code |
| 4 | NLRN | 33.45 | No | Non-Local Recurrent Network for Image Restoration | 2018-06-07 | Code |
| 5 | MWCNN | 33.17 | No | Multi-level Wavelet-CNN for Image Restoration | 2018-05-18 | Code |
| 6 | DnCNN | 32.67 | No | Beyond a Gaussian Denoiser: Residual Learning of... | 2016-08-13 | Code |
| 7 | TNRD | 31.98 | No | Trainable Nonlinear Reaction Diffusion: A Flexib... | 2015-08-12 | - |