Illuminant Estimation (Reproduction) on ColorChecker REC (test)
1.8Median ErrorGPNet
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GPNetType=Bio-inspired, K=50002026.04 | 1.8 | 3 | 2.13 | 0.43 | 7.44 | |
| Grayness-IndexType=Bio-inspired2026.04 | 2.48 | 4.15 | 2.93 | 0.56 | 10.43 | |
| Gray-Pixel(edge)Type=Bio-inspired2026.04 | 3.16 | 5.65 | 3.79 | 0.64 | 14.82 | |
| Gray-Pixel(std)Type=Bio-inspired2026.04 | 3.31 | 5.61 | 3.85 | 0.66 | 14.61 | |
| DOCCType=Bio-inspired2026.04 | 3.58 | 5.89 | 4.07 | 0.76 | 15.14 | |
| Gray-Edge-1stType=Statistics-based2026.04 | 3.74 | 4.96 | 4.05 | 1.09 | 10.91 | |
| LSRSType=Statistics-based2026.04 | 3.75 | 4.66 | 3.97 | 1.56 | 9.36 | |
| Gray-Edge-2ndType=Statistics-based2026.04 | 4.54 | 5.45 | 4.78 | 1.9 | 10.49 | |
| Edge-based GamutType=Learning-based2026.04 | 4.56 | 6.86 | 5.19 | 0.85 | 16.75 | |
| Pixel-based GamutType=Learning-based2026.04 | 5.2 | 6.88 | 5.67 | 2.02 | 14.48 | |
| Intersection-Based GamutType=Learning-based2026.04 | 5.2 | 6.83 | 5.63 | 2.02 | 14.32 | |
| General Gray-WorldType=Statistics-based2026.04 | 6.66 | 7.57 | 6.97 | 2.33 | 14.14 | |
| Shades-of-GreyType=Statistics-based2026.04 | 7.55 | 8.26 | 7.75 | 2.59 | 15.02 | |
| White-PatchType=Statistics-based2026.04 | 8.04 | 9.75 | 8.85 | 2.68 | 19.15 | |
| Gray-WorldType=Statistics-based2026.04 | 10.63 | 10.74 | 10.72 | 5.93 | 15.48 |