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ResearchFormerly WizWand

Image Enhancement on MIT-Adobe FiveK (test)

26.15PSNRMAXIM-2S
17.403619.674321.94524.2157Mar 15, 2020Jul 26, 2020Dec 7, 2020Apr 19, 2021Aug 31, 2021Jan 11, 2022May 25, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MAXIM-2S2022.0126.150.945
UEGAN2022.01250.929
HWMNet2022.0324.440.914
DPE2022.0124.080.922
MIRNet-v22022.0423.970.931
MIRNet2020.0323.730.925
MIRNet2022.0323.730.925
STAR-DCEParams(M)=0.03, FLOPs(G)=0.02, Time(ms)=25.172022.0523.55—
ParametricParams(M)=0.03, FLOPs(G)=0.05, Time(ms)=756.932022.0523.2—
Pix2PixParams(M)=54.41, FLOPs(G)=18.15, Time(ms)=1693.442022.0523.05—
DeepUPE2020.0323.040.893
DeepUPE2022.0423.040.893
DeepUPE2022.0323.040.893
Exposure2022.0122.350.861
HDRNetParams(M)=0.48, FLOPs(G)=0.17, Time(ms)=267.542022.0522.31—
DPE2020.0322.150.85
DPE2022.0422.150.85
DPE2022.0322.150.85
HDRNet2020.0321.960.866
HDRNet2022.0421.960.866
HDRNet2022.0321.960.866
UnfilteringParams(M)=148.02, FLOPs(G)=2.59, Time(ms)=816.562022.0521.67—
TreEnhance (Tree)Params(M)=11.32, FLOPs(G)=40.54, Time(ms)=397.142022.0521.24—
DR2020.0320.970.841
DR2022.0420.970.841
DR2022.0320.970.841
DCE-NetParams(M)=0.08, FLOPs(G)=5.22, Time(ms)=44.722022.0520.47—
TreEnhance (Policy)Params(M)=11.32, FLOPs(G)=12.43, Time(ms)=66.912022.0520.06—
CycleGANParams(M)=11.37, FLOPs(G)=56.88, Time(ms)=1642.952022.0519.38—
W-Box2020.0318.570.701
W-Box2022.0418.570.701
W-Box2022.0318.570.701
CycleGAN2022.0118.230.835
EnlightenGAN2022.0117.740.828