Table 12.
Model | Happiness | Sadness | Anger | Neutral | ||||
---|---|---|---|---|---|---|---|---|
Acc | F1 | Acc | F1 | Acc | F1 | Acc | F1 | |
Dlib | 74.3 | 73.3 | 72.9 | 71.4 | 79.8 | 78.2 | 62.4 | 60.3 |
VGG16-LSTM | 80.3 | 79.6 | 82.4 | 81.9 | 81.4 | 80.5 | 69.6 | 68.4 |
PC encoder | 88.7 | 86.2 | 89.6 | 89.1 | 91.2 | 90.8 | 79.0 | 77.3 |