Metric: Average PSNR (higher is better)
| # | Model↕ | Average PSNR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | AKDT | 35.64 | No | - | - | Code |
| 2 | AKDT | 35.63 | No | - | - | Code |
| 3 | DMID-d | 35.26 | No | Stimulating Diffusion Model for Image Denoising ... | 2023-07-08 | Code |
| 4 | SCUNet SCUNet | 35.18 | No | Practical Blind Image Denoising via Swin-Conv-UN... | 2022-03-24 | Code |
| 5 | KBNet | 35.15 | No | KBNet: Kernel Basis Network for Image Restoration | 2023-03-06 | Code |
| 6 | Restormer | 35.13 | No | Restormer: Efficient Transformer for High-Resolu... | 2021-11-18 | Code |
| 7 | SwinIR | 35.13 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |
| 8 | FFDNet | 33.83 | No | FFDNet: Toward a Fast and Flexible Solution for ... | 2017-10-11 | Code |
| 9 | DnCNN | 32.98 | No | Beyond a Gaussian Denoiser: Residual Learning of... | 2016-08-13 | Code |