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Exposure Correction on Combined over and underexposed images 1.0 (test)

19.158PSNR (Expert A)coarse-to-fine DNN
10.4230412.6907714.958517.22623Mar 25, 2020

Evaluation results

MethodLinks
coarse-to-fine DNNAdversarial Loss=w/o Ladv2020.0319.1580.74620.0960.73420.2050.76918.9750.71918.9830.72719.4830.7392.251
coarse-to-fine DNNAdversarial Loss=w/ Ladv2020.0319.1140.74319.960.72320.080.76318.8680.70918.8640.71919.3770.7312.247
DPEDModel Backbone=Sony2020.0318.450.68119.2370.70818.70.67717.5540.6617.7780.66317.8810.6762.806
DPEVariant=S-FiveK, Supervision=Supervised2020.0316.9330.67817.7010.66817.7410.69617.5720.67417.6010.6717.510.6772.621
DPEDModel Backbone=BlackBerry2020.0316.910.64218.6490.71317.6060.65318.070.67918.2170.66817.890.6712.564
DPEVariant=U-FiveK, Supervision=Unsupervised2020.0316.240.65316.8050.64616.8370.67116.7620.65416.7070.6516.670.6552.606
HEnon-deep learning=true2020.0316.1480.68516.2830.67116.5250.69616.6390.66817.3050.68816.580.6822.405
HDR CNNRefining Module=PS2020.0315.8120.66716.970.69916.4280.68117.3010.68718.650.70217.0320.6872.267
DPEVariant=HDR2020.0315.690.61416.5480.62616.3050.62616.1470.61516.3410.63316.2060.6232.417
DPEDModel Backbone=iPhone2020.0315.1340.60916.5050.63615.9070.62216.5710.62717.2510.64916.2740.6292.903
CLAHEnon-deep learning=true2020.0314.8840.58915.6690.6115.3830.59915.4520.60115.7370.6115.4250.6022.317
WVMnon-deep learning=true2020.0314.4880.66515.8030.69915.1170.67815.8630.69316.4690.70415.5480.6882.415
HDR CNNRefining Module=RHT2020.0313.7090.46713.9210.45813.80.47413.7160.44613.5580.45413.7410.464.599
HQECnon-deep learning=true2020.0313.3850.64114.470.66613.9110.65614.8910.67415.7770.69214.4870.6662.445
Deep UPEoptimized for=underexposure correction2020.0313.1610.6113.9010.64213.6890.63214.8060.64915.6780.66714.2470.642.405
Zero-DCEoptimized for=underexposure correction2020.0311.6430.53612.5550.53912.0580.54412.9640.54813.7690.5812.59780.54942.865
LIMEnon-deep learning=true, optimized for=underexposure correction2020.0311.1540.59111.8280.6111.5170.60712.6380.62813.6130.65312.150.6182.432
RetinexNetoptimized for=underexposure correction2020.0310.7590.58511.6130.59611.1350.60511.9870.61512.6710.63611.6330.6073.105