Color Constancy on NYU-v2 & Diode
2.18Mean Angular ErrorPCCC
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PCCCInput Point Count=4096, Depth Usage=true, Training time (s)=5700, Test time (ms)=47.122021.11 | 2.18 | 1.3 | 1.54 | 0.33 | 5.39 | |
| PCCCInput Point Count=256, Depth Usage=true, Training time (s)=3120, Test time (ms)=7.032021.11 | 2.2 | 1.42 | 1.58 | 0.34 | 5.3 | |
| PCCCInput Point Count=16, Depth Usage=true, Training time (s)=1700, Test time (ms)=4.002021.11 | 2.23 | 1.67 | 1.74 | 0.4 | 5.16 | |
| FC4Training time (s)=13000, Test time (ms)=38.212021.11 | 2.49 | 1.61 | 1.79 | 0.47 | 6.03 | |
| FFCCModel Variant=Model Q, Training time (s)=51, Test time (ms)=1.102021.11 | 2.75 | 1.9 | 2.01 | 0.48 | 6.63 | |
| PCCCInput Point Count=256, Depth Usage=false, Training time (s)=3120, Test time (ms)=7.032021.11 | 2.8 | 1.89 | 2.22 | 0.57 | 6.39 | |
| FFCCModel Variant=Model J, Training time (s)=67, Test time (ms)=29.002021.11 | 2.82 | 1.87 | 2 | 0.51 | 6.82 | |
| PCCCInput Point Count=16, Depth Usage=false, Training time (s)=1700, Test time (ms)=4.002021.11 | 2.96 | 1.82 | 2.12 | 0.63 | 6.91 | |
| Cheng et al.Training time (s)=63, Test time (ms)=331.202021.11 | 3.11 | 2.02 | 2.27 | 0.59 | 7.39 | |
| APAP (GW)Training time (s)=16, Test time (ms)=16.002021.11 | 3.47 | 2.31 | 2.61 | 0.67 | 7.78 | |
| Shade of GrayTest time (ms)=42.502021.11 | 3.69 | 2.68 | 2.9 | 0.61 | 8.59 | |
| Quasi U CCTest time (ms)=345.132021.11 | 3.76 | 2.2 | 2.54 | 0.45 | 9.28 | |
| 1st GrayEdgeTest time (ms)=18.802021.11 | 4.02 | 2.71 | 2.96 | 0.82 | 9.43 | |
| 2nd GrayEdgeTest time (ms)=34.002021.11 | 4.15 | 2.9 | 3.1 | 0.78 | 9.81 | |
| GITest time (ms)=109.002021.11 | 4.28 | 3.01 | 3.27 | 0.85 | 9.81 | |
| Gray WorldTest time (ms)=10.002021.11 | 5.39 | 3.83 | 4.37 | 1.23 | 11.81 | |
| Shen et al.Test time (ms)=37.002021.11 | 5.55 | 3.61 | 3.88 | 1.03 | 13.39 | |
| WhitePatch2021.11 | 6.37 | 5.53 | 5.59 | 3.77 | 10.46 | |
| BayesianTraining time (s)=35, Test time (ms)=2134.422021.11 | 9.64 | 10.01 | 9.59 | 3.61 | 15.68 |