Image Denoising on Set12 Noise Level 50
27.29PSNR (dB)Unshared Stagewise O2O DINs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Unshared Stagewise O2O DINsNL=true, C=false, Δ=+25.1K, GFLOPS=18.19, Resolution=224x224x12019.08 | 27.29 | 88.14 | |
| M2O DINsNL=true, C=true, Δ=+11.7M, GFLOPS=37.67, Resolution=224x224x12019.08 | 27.29 | 88.03 | |
| M2O DINsNL=true, C=true, Δ=+1.38M, GFLOPS=20.44, Resolution=224x224x12019.08 | 27.28 | 88.12 | |
| M2O DINsNL=true, C=true, Δ=+3.45M, GFLOPS=23.88, Resolution=224x224x12019.08 | 27.28 | 88.08 | |
| Shared Stagewise O2O DINsNL=true, C=true, Δ=+456, GFLOPS=18.14, Resolution=224x224x12019.08 | 27.27 | 88.14 | |
| Shared Stagewise O2O DINsNL=false, C=false, Δ=+48, GFLOPS=18.14, Resolution=224x224x12019.08 | 27.24 | 88.07 | |
| Shared Stagewise O2O DINsNL=true, C=false, Δ=+168, GFLOPS=18.14, Resolution=224x224x12019.08 | 27.24 | 88.01 | |
| Unshared Stagewise O2O DINsNL=true, C=true, Δ=+68.1K, GFLOPS=18.32, Resolution=224x224x12019.08 | 27.24 | 88.07 | |
| HINsNL=true, C=true, Δ=+2.76M, GFLOPS=22.75, Resolution=224x224x12019.08 | 27.22 | 88.04 | |
| HINsNL=false, C=false, Δ=+7.17K, GFLOPS=18.16, Resolution=224x224x12019.08 | 27.2 | 87.89 | |
| HINsNL=true, C=false, Δ=+0.69M, GFLOPS=19.3, Resolution=224x224x12019.08 | 27.18 | 87.99 | |
| DnCNN#Param.=0.56M, GFLOPS=25.89, Resolution=224x224x12019.08 | 27.17 | 87.75 | |
| Unshared Stagewise O2O DINsNL=false, C=false, Δ=+7.17K, GFLOPS=18.16, Resolution=224x224x12019.08 | 26.41 | 86.75 | |
| Modelwise O2O DINsNL=false, C=false, Δ=+16, GFLOPS=18.14, Resolution=224x224x12019.08 | 26.21 | 87.82 | |
| DnCNN-SegNet#Param.=7.09M, GFLOPS=18.14, Resolution=224x224x12019.08 | 24.99 | 74.85 | |
| Modelwise O2O DINsNL=true, C=false, Δ=+56, GFLOPS=18.14, Resolution=224x224x12019.08 | 24.14 | 67.47 | |
| Modelwise O2O DINsNL=true, C=true, Δ=+152, GFLOPS=18.14, Resolution=224x224x12019.08 | 23.85 | 66.34 | |
| DnCNN-avg-carafe#Param.=7.29M, GFLOPS=19.11, Resolution=224x224x12019.08 | 14.26 | 24.6 | |
| DnCNN-max-carafe#Param.=7.29M, GFLOPS=19.11, Resolution=224x224x12019.08 | 14.22 | 24.89 | |
| DnCNN-conv-carafe#Param.=7.29M, GFLOPS=15.23, Resolution=224x224x12019.08 | 14.22 | 24.96 |