| Paper | Code | PSNR | ModelName | ReleaseDate |
|---|---|---|---|---|
| Hierarchical Information Flow for Generalized Efficient Image Restoration | 30.59 | Hi-IR | 2024-11-27 | |
| Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling | ✓ Link | 30.28 | DMID-d | 2023-07-08 |
| Improving Image Restoration by Revisiting Global Information Aggregation | ✓ Link | 30.17 | Restormer-Local | 2021-12-08 |
| KBNet: Kernel Basis Network for Image Restoration | ✓ Link | 30.04 | KBNet | 2023-03-06 |
| Restormer: Efficient Transformer for High-Resolution Image Restoration | ✓ Link | 30.02 | Restormer | 2021-11-18 |
| SwinIR: Image Restoration Using Swin Transformer | ✓ Link | 29.82 | SwinIR | 2021-08-23 |
| AKDT: Adaptive Kernel Dilation Transformer for Effective Image Denoising | ✓ Link | 29.82 | AKDT | 2025-02-26 |
| Pre-Trained Image Processing Transformer | ✓ Link | 29.71 | IPT | 2020-12-01 |
| Residual Dense Network for Image Restoration | ✓ Link | 29.38 | Residual Dense Network + | 2018-12-25 |