| Paper | Code | Average PSNR | PSNR | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| AKDT: Adaptive Kernel Dilation Transformer for Effective Image Denoising | ✓ Link | 35.63 | 35.63 | AKDT | 2025-02-26 |
| Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling | ✓ Link | 35.26 | 35.26 | DMID-d | 2023-07-08 |
| KBNet: Kernel Basis Network for Image Restoration | ✓ Link | 35.15 | KBNet | 2023-03-06 | |
| Restormer: Efficient Transformer for High-Resolution Image Restoration | ✓ Link | 35.13 | Restormer | 2021-11-18 | |
| SwinIR: Image Restoration Using Swin Transformer | ✓ Link | 35.13 | SwinIR | 2021-08-23 | |
| FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising | ✓ Link | 33.83 | FFDNet | 2017-10-11 | |
| Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising | ✓ Link | 32.98 | DnCNN | 2016-08-13 | |
| Hierarchical Information Flow for Generalized Efficient Image Restoration | 35.46 | Hi-IR | 2024-11-27 |