Table 2.
Results from the experiments with the best-performing models: GoogLeNet and ResNet-50.
| Gender, model | Subject age groupa in years, MAEb (SD) | |||||||
|
|
14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 |
| Men, GoogLeNet | 0.74 (0.50) | 0.73 (0.80) | 0.99 (1.07) | 0.98 (1.17) | 1.14 (1.19) | 0.55 (0.70) | 0.51 (0.49) | 1.37 (0.59) |
| Men, ResNet-50 | 0.58 (0.50) | 0.75 (0.92) | 0.95 (1.11) | 1.15 (1.38) | 1.18 (1.18) | 0.54 (0.72) | 0.66 (0.63) | 1.51 (0.57) |
| Women, GoogLeNet | 0.75 (0.56) | 0.89 (1.05) | 1.57 (1.08) | 1.09 (1.34) | 0.61 (0.70) | 0.54 (0.55) | 1.25 (0.73) | 1.75 (0.62) |
aAge group X refers to an age span from X to X.5 (eg, the age group 14 refers to an age span of 14 to 14.5 years).
bMAE: mean absolute error.