Gaussian Color Image Denoising on CBSD68 (test)
28.6PSNR (sigma=50)Restormer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RestormerTraining strategy=separate models2021.11 | 28.6 | 34.4 | 31.79 | — | |
| RestormerTraining strategy=single model2021.11 | 28.59 | 34.39 | 31.78 | — | |
| SwinIRTraining strategy=separate models2021.11 | 28.56 | 34.42 | 31.78 | — | |
| DRUNetTraining strategy=single model2021.11 | 28.51 | 34.3 | 31.69 | — | |
| IPTTraining strategy=separate models2021.11 | 28.39 | — | — | — | |
| RDNTraining strategy=separate models2021.11 | 28.31 | — | — | — | |
| RNANTraining strategy=separate models2021.11 | 28.27 | — | — | — | |
| BRDNetTraining strategy=separate models2021.11 | 28.16 | 34.1 | 31.43 | — | |
| DSNetTraining strategy=single model2021.11 | 28.05 | 33.91 | 31.28 | — | |
| FFDNetTraining strategy=single model2021.11 | 27.96 | 33.87 | 31.21 | — | |
| DnCNNTraining strategy=single model2021.11 | 27.95 | 33.9 | 31.24 | — | |
| IRCNNTraining strategy=single model2021.11 | 27.86 | 33.86 | 31.16 | — | |
| DnCNNσ=152024.11 | — | — | — | 33.9 | |
| DRUNetσ=152024.11 | — | — | — | 34.3 | |
| FFDNetσ=152024.11 | — | — | — | 33.87 | |
| IRCNNσ=152024.11 | — | — | — | 33.86 | |
| MambaIRσ=152024.11 | — | — | — | 34.48 | |
| MambaIRv2σ=152024.11 | — | — | — | 34.48 | |
| Restormerσ=152024.11 | — | — | — | 34.4 | |
| SwinIRσ=152024.11 | — | — | — | 34.42 | |
| Xformerσ=152024.11 | — | — | — | 34.43 |