| Method | Average Accuracy (Standard Deviation) | True Positive Fraction | False Positive Fraction |
|---|---|---|---|
| 2nd Human Observer [18] | 0.9354 (0.0171) | 0.8949 | 0.061 |
| Mendonca (a* Component) [21] | 0.9479 (0.0123) | 0.7123 | 0.0242 |
| Mendonca (Luminance) [21] | 0.9421 (0.0151) | 0.6764 | 0.0266 |
| Mendonca (Green) [21] | 0.9440 (0.0142) | 0.6996 | 0.027 |
| Hoover [19, 20] | 0.9267 (0.0099) | 0.6751 | 0.0433 |
| Staal [22] | 0.9516 (not available) | 0.697 | 0.019 |
| Proposed Method | 0.989325 (0.0030) | 0.892065 | 0.048395 |