Table 5 Comparison of MAE 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 | 0.476 | 0.515 | 0.668 | 0.669 | 0.658 |
Well-being | 0.470 | 0.601 | 0.723 | 0.718 | 0.703 |
Self-control | 0.481 | 0.550 | 0.667 | 0.660 | 0.656 |
Emotionality | 0.466 | 0.602 | 0.731 | 0.729 | 0.689 |
Sociability | 0.473 | 0.669 | 0.624 | 0.619 | 0.611 |
