Color Constancy on ETH3D RAW
0.78Mean ErrorPCCC
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PCCCInput Point Count=4096, Depth Usage=true, Training time (s)=5700, Test time (ms)=47.122021.11 | 0.78 | 0.42 | 0.51 | 0.11 | 1.97 | |
| PCCCInput Point Count=256, Depth Usage=true, Training time (s)=3120, Test time (ms)=7.032021.11 | 0.88 | 0.53 | 0.62 | 0.17 | 2.15 | |
| FFCCModel Variant=Model Q, Training time (s)=51, Test time (ms)=1.102021.11 | 1.08 | 0.88 | 0.91 | 0.26 | 2.26 | |
| PCCCInput Point Count=16, Depth Usage=true, Training time (s)=1700, Test time (ms)=4.002021.11 | 1.12 | 0.75 | 0.78 | 0.14 | 2.79 | |
| FFCCModel Variant=Model J, Training time (s)=67, Test time (ms)=29.002021.11 | 1.16 | 0.91 | 0.99 | 0.31 | 2.43 | |
| FC4Training time (s)=13000, Test time (ms)=38.212021.11 | 1.19 | 0.9 | 0.98 | 0.32 | 2.46 | |
| PCCCInput Point Count=256, Depth Usage=false, Training time (s)=3120, Test time (ms)=7.032021.11 | 1.42 | 1.02 | 1.08 | 0.33 | 3.11 | |
| PCCCInput Point Count=16, Depth Usage=false, Training time (s)=1700, Test time (ms)=4.002021.11 | 1.58 | 0.98 | 1.09 | 0.22 | 3.82 | |
| APAP (GW)Training time (s)=16, Test time (ms)=16.002021.11 | 2.71 | 2.53 | 2.54 | 0.82 | 4.69 | |
| Gray WorldTest time (ms)=10.002021.11 | 3.18 | 2.87 | 2.95 | 1 | 5.7 | |
| GITest time (ms)=109.002021.11 | 3.26 | 2.02 | 2.19 | 0.49 | 7.35 | |
| Cheng et al.Training time (s)=63, Test time (ms)=331.202021.11 | 3.44 | 1.71 | 2.06 | 0.44 | 9.43 | |
| Shen et al.Test time (ms)=37.002021.11 | 3.9 | 3.12 | 3.31 | 1.08 | 7.54 | |
| Quasi U CCTest time (ms)=345.132021.11 | 3.9 | 3.29 | 3.43 | 0.85 | 7.58 | |
| WhitePatch2021.11 | 6.28 | 6.41 | 6.49 | 1.2 | 13.09 | |
| Shade of GrayTest time (ms)=42.502021.11 | 7.25 | 5.02 | 6.23 | 0.95 | 15.59 | |
| BayesianTraining time (s)=35, Test time (ms)=2134.422021.11 | 7.32 | 5.31 | 6.02 | 1.7 | 15.42 | |
| 1st GrayEdgeTest time (ms)=18.802021.11 | 7.81 | 5.44 | 6.49 | 1.06 | 17.09 | |
| 2nd GrayEdgeTest time (ms)=34.002021.11 | 8.02 | 5.3 | 6.38 | 1.21 | 18.2 |