Grayscale Image Denoising on Urban100
33.88PSNRSCUNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SCUNetNoise Level=152022.03 | 33.88 | — | |
| SwinFIRsigma=152022.08 | 33.85 | — | |
| DAGLNoise Level=152022.03 | 33.79 | — | |
| RestormerNoise Level=152022.03 | 33.79 | — | |
| SwinIRsigma=152022.08 | 33.7 | — | |
| SwinIRNoise Level=152022.03 | 33.7 | — | |
| DRUNetsigma=152021.08 | 33.7 | — | |
| SwinIRsigma=152021.08 | 33.7 | — | |
| NLRNNoise Level=152022.03 | 33.45 | — | |
| NLRNsigma=152021.08 | 33.45 | — | |
| DRUNetNoise Level=152022.03 | 33.44 | — | |
| MWCNNsigma=152021.08 | 33.44 | — | |
| RNANsigma=152021.08 | 33.17 | — | |
| FOCNetNoise Level=152022.03 | 33.15 | — | |
| FOCNetsigma=152021.08 | 33.15 | — | |
| WNNMsigma=152021.08 | 32.97 | — | |
| DnCNNNoise Level=152022.03 | 32.64 | — | |
| DnCNNsigma=152021.08 | 32.64 | — | |
| IRCNNsigma=152021.08 | 32.46 | — | |
| FFDNetNoise Level=152022.03 | 32.4 | — | |
| FFDNetsigma=152021.08 | 32.4 | — | |
| DnCNNsigma=152026.03 | 32.36 | 0.9159 | |
| BM3Dsigma=152021.08 | 32.35 | — | |
| Restormersigma=152026.03 | 32.2 | 0.9139 | |
| N2CNoise Type=Gaussian sigma=15, Network=U-Net2022.03 | 31.95 | 0.91 | |
| R2RNoise Type=Gaussian sigma=15, Network=U-Net2022.03 | 31.89 | 0.915 | |
| Blind2UnblindNoise Type=Gaussian sigma=15, Network=U-Net2022.03 | 31.79 | 0.912 | |
| SCUNetNoise Level=252022.03 | 31.58 | — | |
| RestormerNoise Level=252022.03 | 31.46 | — | |
| DAGLNoise Level=252022.03 | 31.39 | — | |
| SwinIRNoise Level=252022.03 | 31.3 | — | |
| DRUNetsigma=252021.08 | 31.3 | — | |
| SwinIRsigma=252021.08 | 31.3 | — | |
| DRUNetNoise Level=252022.03 | 31.11 | — | |
| MWCNNsigma=252021.08 | 31.11 | — | |
| NLRNNoise Level=252022.03 | 30.94 | — | |
| NLRNsigma=252021.08 | 30.94 | — | |
| RNANsigma=252021.08 | 30.66 | — | |
| FOCNetNoise Level=252022.03 | 30.64 | — | |
| FOCNetsigma=252021.08 | 30.64 | — | |
| WNNMsigma=252021.08 | 30.39 | — | |
| N3NetNoise Level=252022.03 | 30.19 | — | |
| N3Netsigma=252021.08 | 30.19 | — | |
| Provably Contractive Denoisersigma=152026.03 | 30.11 | 0.8851 | |
| DnCNNNoise Level=252022.03 | 29.95 | — | |
| DnCNNsigma=252021.08 | 29.95 | — | |
| FFDNetNoise Level=252022.03 | 29.9 | — | |
| FFDNetsigma=252021.08 | 29.9 | — | |
| IRCNNsigma=252021.08 | 29.8 | — | |
| BM3Dsigma=252021.08 | 29.7 | — | |
| DnCNNsigma=252026.03 | 29.36 | 0.8677 | |
| D-FBSsigma=152026.03 | 29.21 | 0.8478 | |
| D-DRSsigma=152026.03 | 29.18 | 0.8774 | |
| R2RNoise Type=Gaussian sigma=25, Network=U-Net2022.03 | 29.17 | 0.865 | |
| Restormersigma=252026.03 | 29.13 | 0.863 | |
| Blind2UnblindNoise Type=Gaussian sigma=25, Network=U-Net2022.03 | 29.05 | 0.864 | |
| N2CNoise Type=Gaussian sigma=25, Network=U-Net2022.03 | 29.01 | 0.861 | |
| SCUNetNoise Level=502022.03 | 28.56 | — | |
| RestormerNoise Level=502022.03 | 28.29 | — | |
| SwinIRNoise Level=502022.03 | 27.98 | — | |
| SwinIRsigma=502021.08 | 27.98 | — | |
| DAGLNoise Level=502022.03 | 27.97 | — | |
| DRUNetNoise Level=502022.03 | 27.96 | — | |
| DRUNetsigma=502021.08 | 27.96 | — | |
| RNANNoise Level=502022.03 | 27.65 | — | |
| RNANsigma=502021.08 | 27.65 | — | |
| NLRNNoise Level=502022.03 | 27.49 | — | |
| NLRNsigma=502021.08 | 27.49 | — | |
| MWCNNsigma=502021.08 | 27.42 | — | |
| FOCNetNoise Level=502022.03 | 27.4 | — | |
| FOCNetsigma=502021.08 | 27.4 | — | |
| Provably Contractive Denoisersigma=252026.03 | 26.94 | 0.8118 | |
| WNNMsigma=502021.08 | 26.83 | — | |
| N3Netsigma=502021.08 | 26.82 | — | |
| FFDNetNoise Level=502022.03 | 26.5 | — | |
| FFDNetsigma=502021.08 | 26.5 | — | |
| D-FBSsigma=252026.03 | 26.48 | 0.7803 | |
| D-DRSsigma=252026.03 | 26.47 | 0.8058 | |
| N3NetNoise Level=502022.03 | 26.26 | — | |
| DnCNNsigma=502021.08 | 26.26 | — | |
| DnCNNNoise Level=502022.03 | 26.23 | — | |
| IRCNNsigma=502021.08 | 26.22 | — | |
| BM3Dsigma=502021.08 | 25.95 | — | |
| Blind2UnblindNoise Type=Gaussian sigma=50, Network=U-Net2022.03 | 25.57 | 0.768 | |
| R2RNoise Type=Gaussian sigma=50, Network=U-Net2022.03 | 25.48 | 0.768 | |
| N2CNoise Type=Gaussian sigma=50, Network=U-Net2022.03 | 25.35 | 0.766 | |
| eSN-GSsigma=152026.03 | 24.91 | 0.6341 | |
| eSN-ReLUsigma=152026.03 | 24.89 | 0.6262 | |
| DnCNNsigma=502026.03 | 24.75 | 0.7481 | |
| Restormersigma=502026.03 | 24.43 | 0.6798 | |
| Provably Contractive Denoisersigma=502026.03 | 22.93 | 0.669 | |
| D-FBSsigma=502026.03 | 22.43 | 0.6461 | |
| D-DRSsigma=502026.03 | 22.39 | 0.6339 | |
| eSN-GSsigma=252026.03 | 20.78 | 0.5236 | |
| eSN-ReLUsigma=252026.03 | 20.61 | 0.4774 | |
| eSN-GSsigma=502026.03 | 14.86 | 0.2823 | |
| eSN-ReLUsigma=502026.03 | 14.78 | 0.2705 |