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Color Constancy on ETH3D RAW

0.78Mean ErrorPCCC
0.49042.44524.46.3548Nov 22, 2021
Updated 8mo ago

Evaluation results

MethodLinks
PCCCInput Point Count=4096, Depth Usage=true, Training time (s)=5700, Test time (ms)=47.122021.110.780.420.510.111.97
PCCCInput Point Count=256, Depth Usage=true, Training time (s)=3120, Test time (ms)=7.032021.110.880.530.620.172.15
FFCCModel Variant=Model Q, Training time (s)=51, Test time (ms)=1.102021.111.080.880.910.262.26
PCCCInput Point Count=16, Depth Usage=true, Training time (s)=1700, Test time (ms)=4.002021.111.120.750.780.142.79
FFCCModel Variant=Model J, Training time (s)=67, Test time (ms)=29.002021.111.160.910.990.312.43
FC4Training time (s)=13000, Test time (ms)=38.212021.111.190.90.980.322.46
PCCCInput Point Count=256, Depth Usage=false, Training time (s)=3120, Test time (ms)=7.032021.111.421.021.080.333.11
PCCCInput Point Count=16, Depth Usage=false, Training time (s)=1700, Test time (ms)=4.002021.111.580.981.090.223.82
APAP (GW)Training time (s)=16, Test time (ms)=16.002021.112.712.532.540.824.69
Gray WorldTest time (ms)=10.002021.113.182.872.9515.7
GITest time (ms)=109.002021.113.262.022.190.497.35
Cheng et al.Training time (s)=63, Test time (ms)=331.202021.113.441.712.060.449.43
Shen et al.Test time (ms)=37.002021.113.93.123.311.087.54
Quasi U CCTest time (ms)=345.132021.113.93.293.430.857.58
WhitePatch2021.116.286.416.491.213.09
Shade of GrayTest time (ms)=42.502021.117.255.026.230.9515.59
BayesianTraining time (s)=35, Test time (ms)=2134.422021.117.325.316.021.715.42
1st GrayEdgeTest time (ms)=18.802021.117.815.446.491.0617.09
2nd GrayEdgeTest time (ms)=34.002021.118.025.36.381.2118.2