Grayscale Image Denoising on Set12 (PSNR by Noise Level)
32.76PSNR (sigma=15)DnNeXt-B
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DnNeXt-BKernel Type=Vanilla, Kernel Size=3 × 3, Params (M)=0.64, MACs (G)=0.662023.05 | 32.76 | 30.38 | 28.86 | 27.18 | |
| DnNeXt-BKernel Type=WMCG, Kernel Size=5 × 5, Params (M)=0.64, MACs (G)=1.262023.05 | 32.74 | 30.41 | 28.89 | 27.3 | |
| DnCNN-BParams (M)=0.67, MACs (G)=0.682023.05 | 32.7 | 30.35 | 28.78 | 27.13 | |
| MWDCNN-BParams (M)=5.24, MACs (G)=3.752023.05 | 32.6 | 30.39 | — | 27.23 | |
| DnNeXt-BKernel Type=WMCG, Kernel Size=7 × 7, Params (M)=0.64, MACs (G)=2.172023.05 | 32.57 | 30.39 | 28.96 | 27.37 |