| Paper | Code | PSNR | LPIPS | SSIM | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling | ✓ Link | 30.13 | 0.172 | 0.9174 | DMID-d(MMSE) | 2023-07-08 |
| []() | 30.06 | CGNet | ||||
| KBNet: Kernel Basis Network for Image Restoration | ✓ Link | 30.04 | KBNet | 2023-03-06 | ||
| Restormer: Efficient Transformer for High-Resolution Image Restoration | ✓ Link | 30.01 | Restormer | 2021-11-18 | ||
| Hierarchical Information Flow for Generalized Efficient Image Restoration | 29.98 | Hi-IR | 2024-11-27 | |||
| SwinIR: Image Restoration Using Swin Transformer | ✓ Link | 29.79 | SwinIR | 2021-08-23 | ||
| Residual Dense Network for Image Restoration | ✓ Link | 29.7 | Residual Dense Network + | 2018-12-25 | ||
| iiTransformer: A Unified Approach to Exploiting Local and Non-Local Information for Image Restoration | 28.09 | iiTransformer | 2022-11-21 | |||
| Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling | ✓ Link | 27.9 | 0.131 | 0.8770 | DMID-p | 2023-07-08 |