Table 6 Comparison of MSE values of EI dimensions predicted by Siamese Networks under different backbone networks in the test set.
From: Predict the writer’s trait emotional intelligence from reproduced calligraphy
Dimension | VGG16 | VGG19 | Resnet50 | Resnet101 | Densenet121 |
|---|---|---|---|---|---|
EI | 0.469 | 0.533 | 0.950 | 0.989 | 0.955 |
Well-being | 0.405 | 0.625 | 0.860 | 0.911 | 0.836 |
Self-control | 0.479 | 0.591 | 0.990 | 0.950 | 0.926 |
Emotionality | 0.410 | 0.647 | 1.029 | 1.069 | 0.853 |
Sociability | 0.440 | 0.885 | 0.787 | 0.801 | 0.777 |
