Research Article
2.5D Facial Personality Prediction Based on Deep Learning
Table 8
Prediction performance comparison for the 2.5D model.
| Trait | MobileNetV2 (%) | ResNeSt50 (%) | S-NNPP (%) | F1 (2D) | F1 (2.5D) | F1 (2D) | F1 (2.5D) | F1 (2D) | F1 (2.5D) |
| Neuroticism | 90.98 | 89.89 | 92.55 | 90.6 | 96.55 | 95.89 | Extraversion | 83.40 | 85.04 | 86.04 | 88.75 | 91.84 | 93.02 | Openness | 50.63 | 51.57 | 57.83 | 58.06 | 62.25 | 65.03 | Agreeableness | 56.68 | 55.34 | 57.83 | 56.45 | 63.25 | 62.87 | Conscientiousness | 59.93 | 57.06 | 62.26 | 60.09 | 65.42 | 65.10 |
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