Multiscale Feature Fusion Attention Lightweight Facial Expression Recognition

Table 6

Comparison experiments of mainstream algorithms.

Model	FER2013 (%)	CK+ (%)	JAFFE (%)	Parameter (M)
AlexNet	67.51	87.59	89.83	60.92
VGG16	68.89	95.46	91.04	14.75
VGG19	68.53	92.18	90.37	20.06
ResNet18	70.09	89.39	92,55	11.69
ResNet50	71.26	92.46	93.08	25.56
Light-NTWRN (ours)	73.21	98.72	95.21	10.14