2.5D Facial Personality Prediction Based on Deep Learning

Table 3

Personality evaluation models in personality prediction based on facial features.

References	Personality assessment	Personality trait theory	Feature expression
[12, 19]	Self-report	16 personality factors (16PF)	Score [0, 9]
[13, 14]	Other report	Artificially selected personality descriptors	14-dimensional personality score
[25]	Self-report	Big Five (BF)	Score [0, 9]
[7]	Self-report	BF	Score [1, 60]
[17]	Other report	BF	Score [0, 9]
[24]	Other report	Artificially selected personality descriptors	Score [0, 9]
[13]	Other report	Artificial selection: dominance, attraction, credibility and extraversion	Score
[18]	Other report	Artificial selection: dominance, warmth, sociality and credibility	Score [0, 9]
[15, 20]	Other report	Artificial selection: intelligence, maturity, warmth, sociality, dominance and credibility	Score [1, 3]
[16]	Self-report	BF	Score [0, 60]
[18]	Self-report	Eysenck’s personality questionnaire—revised (EPQ-R)	Score [0, 120]
[28]	Other report	Eysenck’s three-factor model	Score
[21]	Other report	BF	Score [0, 1]
[22]	Other report	BF	Score [0, 1]