Table 3 MAE results of Refined-MORPH dataset
From: Age estimation algorithm of facial images based on multi-label sorting
Train | Test | Methods | ||||||
|---|---|---|---|---|---|---|---|---|
SVM | SVR | kNN | OHRank | IIS-LLD | CPNN | Multi-label | ||
WF | WF | 7.77 | 7.75 | 6.79 | 5.10 | 4.86 | 5.32 | 4.56 |
BF | 8.27 | 7.79 | 9.38 | 6.56 | 7.14 | 7.22 | 6.65 | |
WM | 9.41 | 9.46 | 9.51 | 6.93 | 6.34 | 7.48 | 6.36 | |
BM | 9.03 | 8.96 | 9.49 | 8.13 | 8.26 | 8.51 | 8.21 | |
WM | WF | 9.69 | 6.66 | 10.74 | 8.39 | 7.29 | 8.43 | 5.86 |
BF | 9.04 | 7.32 | 10.25 | 8.51 | 8.11 | 8.71 | 6.63 | |
WM | 5.05 | 5.14 | 4.90 | 4.16 | 3.59 | 4.15 | 3.43 | |
BM | 8.58 | 8.33 | 9.68 | 6.24 | 6.26 | 6.45 | 6.67 | |
BF | WF | 8.37 | 8.06 | 10.66 | 7.47 | 8.47 | 7.29 | 6.79 |
BF | 7.57 | 7.12 | 7.85 | 5.95 | 5.49 | 6.35 | 5.25 | |
WM | 9.41 | 8.46 | 10.72 | 8.34 | 9.38 | 8.90 | 8.12 | |
BM | 9.23 | 9.33 | 10.30 | 7.61 | 7.67 | 8.19 | 7.26 | |
BM | WF | 13.33 | 7.47 | 11.33 | 11.47 | 10.32 | 7.29 | 8.45 |
BF | 11.47 | 6.99 | 11.16 | 9.72 | 9.06 | 6.35 | 6.56 | |
WM | 7.53 | 6.95 | 9.38 | 6.13 | 6.95 | 8.90 | 6.01 | |
BM | 6.33 | 5.77 | 7.39 | 4.97 | 4.24 | 8.19 | 3.87 | |