Image Denoising on BSD68 Noise Level 50
26.34PSNR (dB)M2O DINs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| M2O DINsNL=true, C=true, Δ=+11.7M, GFLOPS=37.67, Resolution=224x224x12019.08 | 26.34 | 0.8315 | |
| Unshared Stagewise O2O DINsNL=true, C=false, Δ=+25.1K, GFLOPS=18.19, Resolution=224x224x12019.08 | 26.33 | 0.8306 | |
| Unshared Stagewise O2O DINsNL=true, C=true, Δ=+68.1K, GFLOPS=18.32, Resolution=224x224x12019.08 | 26.33 | 0.8312 | |
| M2O DINsNL=true, C=true, Δ=+1.38M, GFLOPS=20.44, Resolution=224x224x12019.08 | 26.33 | 0.8316 | |
| Shared Stagewise O2O DINsNL=false, C=false, Δ=+48, GFLOPS=18.14, Resolution=224x224x12019.08 | 26.32 | 0.831 | |
| Shared Stagewise O2O DINsNL=true, C=true, Δ=+456, GFLOPS=18.14, Resolution=224x224x12019.08 | 26.31 | 0.8311 | |
| HINsNL=true, C=true, Δ=+2.76M, GFLOPS=22.75, Resolution=224x224x12019.08 | 26.3 | 0.8305 | |
| HINsNL=false, C=false, Δ=+7.17K, GFLOPS=18.16, Resolution=224x224x12019.08 | 26.29 | 0.8281 | |
| HINsNL=true, C=false, Δ=+0.69M, GFLOPS=19.3, Resolution=224x224x12019.08 | 26.29 | 0.8301 | |
| M2O DINsNL=true, C=true, Δ=+3.45M, GFLOPS=23.88, Resolution=224x224x12019.08 | 26.26 | 0.8278 | |
| DnCNN#Param.=0.56M, GFLOPS=25.89, Resolution=224x224x12019.08 | 26.23 | 0.8269 | |
| Shared Stagewise O2O DINsNL=true, C=false, Δ=+168, GFLOPS=18.14, Resolution=224x224x12019.08 | 26.18 | 0.8272 | |
| Modelwise O2O DINsNL=false, C=false, Δ=+16, GFLOPS=18.14, Resolution=224x224x12019.08 | 25.84 | 0.8294 | |
| Unshared Stagewise O2O DINsNL=false, C=false, Δ=+7.17K, GFLOPS=18.16, Resolution=224x224x12019.08 | 25.02 | 0.8235 | |
| DnCNN-SegNet#Param.=7.09M, GFLOPS=18.14, Resolution=224x224x12019.08 | 24.88 | 0.7437 | |
| Modelwise O2O DINsNL=true, C=false, Δ=+56, GFLOPS=18.14, Resolution=224x224x12019.08 | 24.15 | 0.6776 | |
| Modelwise O2O DINsNL=true, C=true, Δ=+152, GFLOPS=18.14, Resolution=224x224x12019.08 | 24.09 | 0.6939 | |
| DnCNN-avg-carafe#Param.=7.29M, GFLOPS=19.11, Resolution=224x224x12019.08 | 15.56 | 0.2968 | |
| DnCNN-conv-carafe#Param.=7.29M, GFLOPS=15.23, Resolution=224x224x12019.08 | 15.5 | 0.2994 | |
| DnCNN-max-carafe#Param.=7.29M, GFLOPS=19.11, Resolution=224x224x12019.08 | 15.4 | 0.2988 |