Table 1.

Face stimulus sets by race of models. Adapted from https://rystoli.github.io/FSTC.html

Face stimuli dataset	Citation	% Diversity in Models
RADIATE	Conley et al., (2018)	74%
MR2 Database	Strohminger et al., (2016)	70%
Face Research Lab London Set	DeBruine and Jones, 2017a	60%
Chicago Face Database (3.0)	Ma et al., (2015)	54%
NimStim	Tottenham et al., (2009)	42%
Center for Vital Longevity	Minear and Park, (2004)	24%
10k US Adult Faces Database	Bainbridge et al., (2013)	16%
Developmental Emotional Faces Stimulus Set	Meuwissen et al., (2017)	10%
NIMH-ChEFS adolescent face stimulus set	Coffman et al., (2015)	8%
Pictures of Facial Affect	Ekman and Friesen, (1976)	0%
KDEF	Lundqvist et al., (1998)	0%
Max Planck FACES Database	Ebner et al., (2010)	0%
Radboud Faces Database	Langner et al., (2010)	0%
Young Adult White Faces with Manipulated Versions	DeBruine and Jones, (2017b)	0%
Social perception of bodies [neutral faces]	Morrison et al., (2017)	0%
High quality white fe/male stimuli	Jones et al., (2018)	0%
Basel Face Database	Walker et al., (2018)	0%
Oslo Face Database	Chelnokova et al., (2014)	not reported