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ResearchFormerly WizWand

Photo Retouching on FiveK 480p resolution (test)

25.5PSNRSA-3DLUT
14.486417.345720.20523.0643Sep 30, 2020Jan 4, 2021Apr 10, 2021Jul 15, 2021Oct 19, 2021Jan 23, 2022Apr 29, 2022
Updated 8mo ago

Evaluation results

MethodLinks
SA-3DLUTnumber of parameters=4.5M2022.0425.5——2.27
3D-LUT + AdaIntnumber of parameters=619.7K2022.0425.490.9267.471.29
3D-LUTnumber of parameters=593.5K2022.0425.290.9237.551.17
Image-Adaptive 3D LUTTraining setting=pairwise2020.0925.210.9227.61—
CSRNetnumber of parameters=36.4K2022.0425.170.9247.753.09
DeepLPFnumber of parameters=1.7M2022.0424.730.9167.9932.12
HDRNetnumber of parameters=483.1K2022.0424.660.9158.063.49
HDRNetTraining setting=pairwise2020.0924.320.9128.49—
DPETraining setting=pairwise2020.0923.750.9089.34—
DPEnumber of parameters=3.4M2022.0423.750.9089.347.21
Ourslearning_setting=unpaired2020.0922.860.88710.28—
UIElearning_setting=unpaired2020.0922.110.87911.21—
DPElearning_setting=unpaired2020.0921.990.87511.4—
Dis-RecTraining setting=pairwise2020.0921.980.85610.42—
UPETraining setting=pairwise2020.0921.880.85310.8—
UPEnumber of parameters=927.1K2022.0421.880.85310.84.27
Camera Rawlearning_setting=unpaired2020.0921.610.85411.83—
Camera RawLearning=unpaired, Resolution=480p2020.0921.610.85411.83—
Image-Adaptive 3D LUTLearning=unpaired, Resolution=480p2020.0921.60.85211.95—
White-Boxlearning_setting=unpaired2020.0921.320.86412.65—
CycGANlearning_setting=unpaired2020.0920.980.83113.28—
Pix2Pixlearning_setting=unpaired2020.0919.210.81414.76—
UIELearning=unpaired, Resolution=480p2020.0917.830.77219.74—
DPELearning=unpaired, Resolution=480p2020.0917.680.76420.13—
White-BoxLearning=unpaired, Resolution=480p2020.0917.620.75220.47—
CycleGANLearning=unpaired, Resolution=480p2020.0917.010.72923.64—
Pix2PixLearning=unpaired, Resolution=480p2020.0914.910.67827.26—