Paper | Code | PSNR | ModelName | ReleaseDate |
---|---|---|---|---|
Restormer: Efficient Transformer for High-Resolution Image Restoration | ✓ Link | 33.79 | Restormer | 2021-11-18 |
SwinIR: Image Restoration Using Swin Transformer | ✓ Link | 33.70 | SwinIR | 2021-08-23 |
Deep Graph-Convolutional Image Denoising | ✓ Link | 33.47 | GCDN | 2019-07-19 |
Non-Local Recurrent Network for Image Restoration | ✓ Link | 33.45 | NLRN | 2018-06-07 |
Multi-level Wavelet-CNN for Image Restoration | ✓ Link | 33.17 | MWCNN | 2018-05-18 |
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising | ✓ Link | 32.67 | DnCNN | 2016-08-13 |
Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration | 31.98 | TNRD | 2015-08-12 |