Unsupervised Domain Adaptation for Facial Expression Recognition Using Generative Adversarial Networks

Table 1

Experiment results of the recognition accuracy on the target dataset.

Model	Source Dataset	Target Dataset	Source Only	Our Result
VGG11	FER-2013	JAFFE	44.60%	59.62%
Alexnet	FER-2013	JAFFE	50.70%	54.46%
Alexnet	FER-2013	MMI	58.14%	61.86%
Alexnet	FER-2013	CK+	71.90%	76.58%
Alexnet	CK+	JAFFE	46.94%	51.64%
Alexnet	JAFFE	CK+	60.33%	65.01%