Grayscale Image Denoising on BSD68 (PSNR Evaluation at σ=15, 25, 35, 50)
31.65PSNR (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 | 31.65 | 29.18 | 27.7 | 26.24 | |
| DnCNN-BParams (M)=0.67, MACs (G)=0.682023.05 | 31.6 | 29.14 | 27.65 | 26.19 | |
| DnNeXt-BKernel Type=WMCG, Kernel Size=5 × 5, Params (M)=0.64, MACs (G)=1.262023.05 | 31.56 | 29.16 | 27.72 | 26.31 | |
| MWDCNN-BParams (M)=5.24, MACs (G)=3.752023.05 | 31.39 | 29.16 | — | 26.2 | |
| DnNeXt-BKernel Type=WMCG, Kernel Size=7 × 7, Params (M)=0.64, MACs (G)=2.172023.05 | 31.21 | 29.06 | 27.74 | 26.33 |