TABLE VII.
Cross-dataset AU detecttion: RU-FACS→FERA
| AUC | F1 Score | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| AU | SVM | KMM | T-SVM | DA-SVM | IF | SVM | KMM | T-SVM | DA-SVM | IF |
| 1 | 44.7 | 48.8 | 43.7 | 56.9 | 63.2 | 46.3 | 46.4 | 41.8 | 46.1 | 50.4 |
| 2 | 52.8 | 70.5 | 52.1 | 52.3 | 74.0 | 47.4 | 54.2 | 38.6 | 45.4 | 54.6 |
| 4 | 52.7 | 55.4 | 54.2 | 52.7 | 58.6 | 57.1 | 57.1 | 40.2 | 42.9 | 57.4 |
| 6 | 73.5 | 55.2 | 77.1 | 79.9 | 83.4 | 60.7 | 55.2 | 52.8 | 56.3 | 72.7 |
| 12 | 56.8 | 60.1 | 70.9 | 76.1 | 78.1 | 67.7 | 67.7 | 63.5 | 62.6 | 71.5 |
| 15 | 55.1 | 52.1 | 59.3 | 60.2 | 58.6 | 31.5 | 32.8 | 29.7 | 26.4 | 41.1 |
| 17 | 44.3 | 41.1 | 39.1 | 46.2 | 52.7 | 27.3 | 27.1 | 24.3 | 24.6 | 31.4 |
| Avg | 54.3 | 54.8 | 56.6 | 60.6 | 66.9 | 48.3 | 48.6 | 41.6 | 43.5 | 54.2 |