Table 4.

RMSE values of valence and arousal on the validation set of the proposed FER.

Model		RMSE
Base	Layer	Valence	Arousal
VGG	14	0.562	0.456
VGG	17	0.570	0.461
ResNet	34	0.418	0.378
ResNet	50	0.422	0.384
ResNet	101	0.420	0.389
ResNeXt	34	0.416	0.372
SE-ResNet	34	0.419	0.377
SE-ResNeXt	34	0.408	0.373