Denoising on BSD68 sigma=25 (test)
31.6PSNRIDR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IDRParams=15M, Model Scale=Heavy, Approach=Specialized all-in-one2024.11 | 31.6 | 88.7 | |
| RestormerParams=26M, Model Scale=Heavy, Approach=General image restorer2024.11 | 31.49 | 88.4 | |
| MEASNetsigma=252026.03 | 31.46 | 89.2 | |
| GridformerParams=34M, Model Scale=Heavy, Approach=Specialized all-in-one2024.11 | 31.45 | 88.5 | |
| MoCE-IRsigma=252026.03 | 31.42 | 88.8 | |
| MambaIRParams=27M, Model Scale=Heavy, Approach=Specialized all-in-one2024.11 | 31.41 | 88.4 | |
| InstructIR-5DParams=17M, Model Scale=Heavy, Approach=Specialized all-in-one2024.11 | 31.4 | 87.3 | |
| MoCE-IRParams=25M, Model Scale=Heavy, Approach=Specialized all-in-one2024.11 | 31.34 | 88.7 | |
| PromptIRsigma=252026.03 | 31.31 | 88.8 | |
| AirNetsigma=252026.03 | 31.26 | 88.8 | |
| DaAIRsigma=252026.03 | 31.26 | 88.4 | |
| MOCE-IR-SParams=11M, Model Scale=Light, Approach=Specialized all-in-one2024.11 | 31.25 | 88.4 | |
| DGUNetParams=17M, Model Scale=Heavy, Approach=General image restorer2024.11 | 31.1 | 88.3 | |
| DaR-NETsigma=252026.03 | 31.03 | 89 | |
| NAFNetParams=17M, Model Scale=Heavy, Approach=General image restorer2024.11 | 31.02 | 88.3 | |
| AirNetParams=9M, Model Scale=Light, Approach=Specialized all-in-one2024.11 | 30.91 | 88.2 | |
| SwinIRParams=1M, Model Scale=Light, Approach=General image restorer2024.11 | 30.59 | 86.8 | |
| TAPEParams=1M, Model Scale=Light, Approach=Specialized all-in-one2024.11 | 30.18 | 85.5 | |
| Restormersigma=252026.03 | 29.51 | — | |
| TransweatherParams=38M, Model Scale=Heavy, Approach=Specialized all-in-one2024.11 | 29 | 84.1 | |
| DLParams=2M, Model Scale=Light, Approach=Specialized all-in-one2024.11 | 23.09 | 74.5 |