3D Architecture on Kodak24 sigma50
Metric: PSNR (higher is better)
Metric: PSNR (higher is better)
| # | Model↕ | PSNR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DMID-d(MMSE) | 30.13 | No | Stimulating Diffusion Model for Image Denoising ... | 2023-07-08 | Code |
| 2 | CGNet | 30.06 | No | - | - | - |
| 3 | KBNet | 30.04 | No | KBNet: Kernel Basis Network for Image Restoration | 2023-03-06 | Code |
| 4 | Restormer | 30.01 | No | Restormer: Efficient Transformer for High-Resolu... | 2021-11-18 | Code |
| 5 | Hi-IR | 29.98 | No | Hierarchical Information Flow for Generalized Ef... | 2024-11-27 | - |
| 6 | SwinIR | 29.79 | No | SwinIR: Image Restoration Using Swin Transformer | 2021-08-23 | Code |
| 7 | Residual Dense Network + | 29.7 | No | Residual Dense Network for Image Restoration | 2018-12-25 | Code |
| 8 | iiTransformer | 28.09 | No | - | - | - |
| 9 | DMID-p | 27.9 | No | Stimulating Diffusion Model for Image Denoising ... | 2023-07-08 | Code |
| 10 | Residual Dense Network + | 27.88 | No | Residual Dense Network for Image Restoration | 2018-12-25 | Code |