Color Constancy on LEVI (in-dataset)
2.46Median ErrorC5
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| C5Method Category=Learning-based, Training Mode=few-shot (5 images)2026.01 | 2.46 | 3.5 | 2.56 | 1.08 | 7.8 | |
| RL-AWBMethod Category=Learning-based2026.01 | 3.01 | 3.22 | 3.03 | 1.43 | 5.32 | |
| SGP-LRDMethod Category=Statistical2026.01 | 3.08 | 3.25 | 3.07 | 1.4 | 5.46 | |
| GIMethod Category=Statistical2026.01 | 3.1 | 3.42 | 3.15 | 1.49 | 5.91 | |
| Mean ShiftMethod Category=Statistical2026.01 | 3.12 | 3.34 | 3.14 | 1.54 | 5.52 | |
| RGPMethod Category=Statistical2026.01 | 3.21 | 3.56 | 3.29 | 1.63 | 6.12 | |
| C5configuration=52026.01 | 3.64 | 4.78 | 3.75 | 1.48 | 10.24 | |
| GE-1stMethod Category=Statistical2026.01 | 3.94 | 4.31 | 3.97 | 1.82 | 7.45 | |
| PCCMethod Category=Learning-based2026.01 | 4.01 | 5.18 | 4.25 | 1.48 | 10.91 | |
| GE-2ndMethod Category=Statistical2026.01 | 4.17 | 4.49 | 4.19 | 1.8 | 7.76 | |
| BCCMethod Category=Statistical2026.01 | 4.23 | 4.53 | 4.28 | 2.52 | 7.06 | |
| C5Method Category=Learning-based, Training Mode=default2026.01 | 4.43 | 4.84 | 4.49 | 1.89 | 8.6 | |
| RL-AWB2026.01 | 5.07 | 5.6 | 5.15 | 2.31 | 9.8 | |
| SGP-LRD2026.01 | 5.1 | 5.62 | 5.16 | 2.24 | 9.92 | |
| GI2026.01 | 5.11 | 5.71 | 5.24 | 2.5 | 9.91 | |
| Mean Shift2026.01 | 5.2 | 5.64 | 5.27 | 2.53 | 9.55 | |
| RGP2026.01 | 5.35 | 6.07 | 5.47 | 2.7 | 10.67 | |
| BCC2026.01 | 5.38 | 5.87 | 5.49 | 3.2 | 9.38 | |
| GE-1st2026.01 | 5.4 | 5.96 | 5.53 | 2.56 | 10.26 | |
| GE-2nd2026.01 | 5.78 | 6.14 | 5.8 | 2.67 | 10.36 | |
| C5configuration=default2026.01 | 5.99 | 6.51 | 6.03 | 2.64 | 11.39 | |
| PCC2026.01 | 6.28 | 7.37 | 6.48 | 2.23 | 14.46 | |
| C4Method Category=Learning-based2026.01 | 7.01 | 8.22 | 7.37 | 2.76 | 15.75 | |
| C42026.01 | 10.57 | 12.08 | 11.22 | 3.88 | 22.51 |