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ResearchFormerly WizWand

Image Denoising on Set12 Noise Level 50

27.29PSNR (dB)Unshared Stagewise O2O DINs
13.697217.226120.75524.2839Aug 11, 2019
Updated 8mo ago

Evaluation results

MethodLinks
Unshared Stagewise O2O DINsNL=true, C=false, Δ=+25.1K, GFLOPS=18.19, Resolution=224x224x12019.0827.2988.14
M2O DINsNL=true, C=true, Δ=+11.7M, GFLOPS=37.67, Resolution=224x224x12019.0827.2988.03
M2O DINsNL=true, C=true, Δ=+1.38M, GFLOPS=20.44, Resolution=224x224x12019.0827.2888.12
M2O DINsNL=true, C=true, Δ=+3.45M, GFLOPS=23.88, Resolution=224x224x12019.0827.2888.08
Shared Stagewise O2O DINsNL=true, C=true, Δ=+456, GFLOPS=18.14, Resolution=224x224x12019.0827.2788.14
Shared Stagewise O2O DINsNL=false, C=false, Δ=+48, GFLOPS=18.14, Resolution=224x224x12019.0827.2488.07
Shared Stagewise O2O DINsNL=true, C=false, Δ=+168, GFLOPS=18.14, Resolution=224x224x12019.0827.2488.01
Unshared Stagewise O2O DINsNL=true, C=true, Δ=+68.1K, GFLOPS=18.32, Resolution=224x224x12019.0827.2488.07
HINsNL=true, C=true, Δ=+2.76M, GFLOPS=22.75, Resolution=224x224x12019.0827.2288.04
HINsNL=false, C=false, Δ=+7.17K, GFLOPS=18.16, Resolution=224x224x12019.0827.287.89
HINsNL=true, C=false, Δ=+0.69M, GFLOPS=19.3, Resolution=224x224x12019.0827.1887.99
DnCNN#Param.=0.56M, GFLOPS=25.89, Resolution=224x224x12019.0827.1787.75
Unshared Stagewise O2O DINsNL=false, C=false, Δ=+7.17K, GFLOPS=18.16, Resolution=224x224x12019.0826.4186.75
Modelwise O2O DINsNL=false, C=false, Δ=+16, GFLOPS=18.14, Resolution=224x224x12019.0826.2187.82
DnCNN-SegNet#Param.=7.09M, GFLOPS=18.14, Resolution=224x224x12019.0824.9974.85
Modelwise O2O DINsNL=true, C=false, Δ=+56, GFLOPS=18.14, Resolution=224x224x12019.0824.1467.47
Modelwise O2O DINsNL=true, C=true, Δ=+152, GFLOPS=18.14, Resolution=224x224x12019.0823.8566.34
DnCNN-avg-carafe#Param.=7.29M, GFLOPS=19.11, Resolution=224x224x12019.0814.2624.6
DnCNN-max-carafe#Param.=7.29M, GFLOPS=19.11, Resolution=224x224x12019.0814.2224.89
DnCNN-conv-carafe#Param.=7.29M, GFLOPS=15.23, Resolution=224x224x12019.0814.2224.96