A Set of Comprehensive Evaluation System for Different Data Augmentation Methods

Table 4

FER2013 data set.

	Accor	Accda	IS	TES
Flip	92.47	94.53	0.67	187.67
Rotate	92.58	94.61	0.65	187.84
Color space transformations	93.26	94.35	0.67	188.28
Noise injection	93.12	94.23	0.64	187.99
GAN	92.96	93.85	0.69	187.50
CycleGAN	93.58	94.06	0.69	188.33