Ensemble Convolution Neural Network for Robust Video Emotion Recognition Using Deep Semantics

Table 18

Comparison with existing topic embedding with sentiment classification methods.

Year & reference	Dataset used	Emotion recognition	Accuracy (%)
2018 [8]	JAFFE	NN	87.53
2019 [4]	RAFDB	Second-order pooling	RAFDB: 89
	SFEW	CNN	SFEW: 60
2020 [45]	SAVEE	CNN	90
2021 [34]	FER2013	VGG	73.28
2022 [39]	Self, kaggle	VGG16	82
Our work	Extended CK+	ENSEMBLE CNN	92.07