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