Image Denoising on Set5
38.26PSNRMatRes
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MatRes2026.04 | 38.26 | 0.891 | |
| AFM2026.04 | 37.49 | 0.868 | |
| MAXIM2026.04 | 36.98 | 0.83 | |
| MRPNet2026.04 | 36.46 | 0.836 | |
| NBNetsigma=152020.12 | 34.64 | — | |
| VDNsigma=152020.12 | 34.34 | — | |
| VDNSigma=152019.08 | 34.34 | — | |
| FFDNetsigma=15, variant=22020.12 | 34.31 | — | |
| FFDNet (sigma)Sigma=152019.08 | 34.31 | — | |
| FFDNetsigma=15, variant=12020.12 | 34.3 | — | |
| FFDNetSigma=152019.08 | 34.3 | — | |
| UDNetsigma=152020.12 | 34.19 | — | |
| UDNetSigma=152019.08 | 34.19 | — | |
| MemNetsigma=152020.12 | 34.18 | — | |
| MemNetSigma=152019.08 | 34.18 | — | |
| DnCNN-Bsigma=152020.12 | 34.04 | — | |
| DnCNN-BSigma=152019.08 | 34.04 | — | |
| CBM3Dsigma=152020.12 | 33.42 | — | |
| CBM3DSigma=152019.08 | 33.42 | — | |
| WNNMsigma=152020.12 | 32.92 | — | |
| WNNMSigma=152019.08 | 32.92 | — | |
| NCSRsigma=152020.12 | 32.57 | — | |
| NCSRSigma=152019.08 | 32.57 | — | |
| NBNetsigma=252020.12 | 32.51 | — | |
| VDNsigma=252020.12 | 32.24 | — | |
| VDNSigma=252019.08 | 32.24 | — | |
| FFDNetsigma=25, variant=12020.12 | 32.1 | — | |
| FFDNetSigma=252019.08 | 32.1 | — | |
| FFDNetsigma=25, variant=22020.12 | 32.09 | — | |
| FFDNet (sigma)Sigma=252019.08 | 32.09 | — | |
| SA-ConvBackbone=ResNet, #Param.=6.60M2026.05 | 32.036 | 0.8842 | |
| TL-ConvBackbone=ResNet, #Param.=6.56M2026.05 | 32.02 | 0.8838 | |
| MemNetsigma=252020.12 | 31.98 | — | |
| MemNetSigma=252019.08 | 31.98 | — | |
| F-ConvBackbone=ResNet, #Param.=6.56M2026.05 | 31.975 | 0.8836 | |
| B-ConvBackbone=ResNet, #Param.=6.56M2026.05 | 31.941 | 0.8806 | |
| Har-NetBackbone=ResNet, #Param.=3.94M2026.05 | 31.934 | 0.8822 | |
| G-CNNBackbone=ResNet, #Param.=4.73M2026.05 | 31.908 | 0.8825 | |
| E2-CNNBackbone=ResNet, #Param.=3.00M2026.05 | 31.902 | 0.8817 | |
| DnCNN-Bsigma=252020.12 | 31.88 | — | |
| DnCNN-BSigma=252019.08 | 31.88 | — | |
| CNNBackbone=ResNet, #Param.=19.49M2026.05 | 31.838 | 0.8807 | |
| UDNetsigma=252020.12 | 31.82 | — | |
| UDNetSigma=252019.08 | 31.82 | — | |
| PDO-eConvBackbone=ResNet, #Param.=2.37M2026.05 | 31.466 | 0.8703 | |
| CBM3Dsigma=252020.12 | 30.92 | — | |
| CBM3DSigma=252019.08 | 30.92 | — | |
| WNNMsigma=252020.12 | 30.61 | — | |
| WNNMSigma=252019.08 | 30.61 | — | |
| MLPsigma=252020.12 | 30.55 | — | |
| MLPSigma=252019.08 | 30.55 | — | |
| NCSRsigma=252020.12 | 30.33 | — | |
| NCSRSigma=252019.08 | 30.33 | — | |
| NBNetsigma=502020.12 | 29.7 | — | |
| VDNsigma=502020.12 | 29.47 | — | |
| VDNSigma=502019.08 | 29.47 | — | |
| FFDNetsigma=50, variant=12020.12 | 29.25 | — | |
| FFDNetsigma=50, variant=22020.12 | 29.25 | — | |
| FFDNetSigma=502019.08 | 29.25 | — | |
| FFDNet (sigma)Sigma=502019.08 | 29.25 | — | |
| MemNetsigma=502020.12 | 29.1 | — | |
| MemNetSigma=502019.08 | 29.1 | — | |
| DnCNN-Bsigma=502020.12 | 28.95 | — | |
| DnCNN-BSigma=502019.08 | 28.95 | — | |
| UDNetsigma=502020.12 | 28.87 | — | |
| UDNetSigma=502019.08 | 28.87 | — | |
| CBM3Dsigma=502020.12 | 28.16 | — | |
| CBM3DSigma=502019.08 | 28.16 | — | |
| MLPsigma=502020.12 | 27.59 | — | |
| MLPSigma=502019.08 | 27.59 | — | |
| WNNMsigma=502020.12 | 27.58 | — | |
| WNNMSigma=502019.08 | 27.58 | — | |
| NCSRsigma=502020.12 | 27.2 | — | |
| NCSRSigma=502019.08 | 27.2 | — |