List your company
ResearchFormerly WizWand

Image Denoising on BSD68 Noise Level 15

31.74PSNR (dB)DnCNN
25.458427.089228.7230.3508Aug 11, 2019
Updated 8mo ago

Evaluation results

MethodLinks
DnCNN#Param.=0.56M, GFLOPS=25.89, Resolution=224x224x12019.0831.7494.1
Unshared Stagewise O2O DINsNL=true, C=false, Δ=+25.1K, GFLOPS=18.19, Resolution=224x224x12019.0831.2593.68
M2O DINsNL=true, C=true, Δ=+3.45M, GFLOPS=23.88, Resolution=224x224x12019.0831.2393.68
M2O DINsNL=true, C=true, Δ=+11.7M, GFLOPS=37.67, Resolution=224x224x12019.0831.2393.65
Modelwise O2O DINsNL=false, C=false, Δ=+16, GFLOPS=18.14, Resolution=224x224x12019.0831.2293.66
Shared Stagewise O2O DINsNL=true, C=true, Δ=+456, GFLOPS=18.14, Resolution=224x224x12019.0831.2293.66
M2O DINsNL=true, C=true, Δ=+1.38M, GFLOPS=20.44, Resolution=224x224x12019.0831.2293.65
Unshared Stagewise O2O DINsNL=true, C=true, Δ=+68.1K, GFLOPS=18.32, Resolution=224x224x12019.0831.2193.64
HINsNL=true, C=true, Δ=+2.76M, GFLOPS=22.75, Resolution=224x224x12019.0831.293.65
Shared Stagewise O2O DINsNL=true, C=false, Δ=+168, GFLOPS=18.14, Resolution=224x224x12019.0831.293.65
Unshared Stagewise O2O DINsNL=false, C=false, Δ=+7.17K, GFLOPS=18.16, Resolution=224x224x12019.0831.1793.66
HINsNL=true, C=false, Δ=+0.69M, GFLOPS=19.3, Resolution=224x224x12019.0831.1593.56
Shared Stagewise O2O DINsNL=false, C=false, Δ=+48, GFLOPS=18.14, Resolution=224x224x12019.0831.1493.64
HINsNL=false, C=false, Δ=+7.17K, GFLOPS=18.16, Resolution=224x224x12019.0831.1393.57
Modelwise O2O DINsNL=true, C=true, Δ=+152, GFLOPS=18.14, Resolution=224x224x12019.0830.8792.96
DnCNN-SegNet#Param.=7.09M, GFLOPS=18.14, Resolution=224x224x12019.0830.7492.78
Modelwise O2O DINsNL=true, C=false, Δ=+56, GFLOPS=18.14, Resolution=224x224x12019.0830.6492.55
DnCNN-max-carafe#Param.=7.29M, GFLOPS=19.11, Resolution=224x224x12019.0825.775.78
DnCNN-avg-carafe#Param.=7.29M, GFLOPS=19.11, Resolution=224x224x12019.0825.775.78
DnCNN-conv-carafe#Param.=7.29M, GFLOPS=15.23, Resolution=224x224x12019.0825.775.78