Grayscale Image Denoising on Set12
32.82PSNRDnCNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DnCNNsigma=152026.03 | 32.82 | 0.9044 | |
| Restormersigma=152026.03 | 32.69 | 0.902 | |
| N2CNoise Type=Gaussian sigma=15, Network=U-Net2022.03 | 32.6 | 0.899 | |
| R2RNoise Type=Gaussian sigma=15, Network=U-Net2022.03 | 32.54 | 0.897 | |
| Blind2UnblindNoise Type=Gaussian sigma=15, Network=U-Net2022.03 | 32.46 | 0.897 | |
| Provably Contractive Denoisersigma=152026.03 | 31.43 | 0.8816 | |
| D-FBSsigma=152026.03 | 30.41 | 0.8451 | |
| D-DRSsigma=152026.03 | 30.39 | 0.8535 | |
| DnCNNsigma=252026.03 | 30.32 | 0.8609 | |
| Restormersigma=252026.03 | 30.13 | 0.8574 | |
| Blind2UnblindNoise Type=Gaussian sigma=25, Network=U-Net2022.03 | 30.09 | 0.854 | |
| N2CNoise Type=Gaussian sigma=25, Network=U-Net2022.03 | 30.07 | 0.852 | |
| R2RNoise Type=Gaussian sigma=25, Network=U-Net2022.03 | 30.06 | 0.851 | |
| Provably Contractive Denoisersigma=252026.03 | 28.71 | 0.8219 | |
| D-FBSsigma=252026.03 | 28.23 | 0.7924 | |
| D-DRSsigma=252026.03 | 28.15 | 0.8136 | |
| Blind2UnblindNoise Type=Gaussian sigma=50, Network=U-Net2022.03 | 26.91 | 0.776 | |
| N2CNoise Type=Gaussian sigma=50, Network=U-Net2022.03 | 26.88 | 0.777 | |
| R2RNoise Type=Gaussian sigma=50, Network=U-Net2022.03 | 26.86 | 0.771 | |
| DnCNNsigma=502026.03 | 26.54 | 0.7654 | |
| Restormersigma=502026.03 | 26.15 | 0.695 | |
| eSN-GSsigma=152026.03 | 25.73 | 0.6743 | |
| eSN-ReLUsigma=152026.03 | 25.67 | 0.6618 | |
| Provably Contractive Denoisersigma=502026.03 | 25.194 | 0.716 | |
| D-FBSsigma=502026.03 | 24.53 | 0.6788 | |
| D-DRSsigma=502026.03 | 24.48 | 0.6815 | |
| eSN-GSsigma=252026.03 | 21.43 | 0.3854 | |
| eSN-ReLUsigma=252026.03 | 21.34 | 0.3941 | |
| eSN-GSsigma=502026.03 | 15.87 | 0.2634 | |
| eSN-ReLUsigma=502026.03 | 15.75 | 0.2625 |