Multimodal Sentiment Analysis Based on Interactive Transformer and Soft Mapping

Table 2

7-class-sentiment and 6-class-emotion of CMU-MOSEI dataset.

Model	7-class-sentiment		6-class-emotion
	Accuracy (%)	F1-score (%)	Accuracy (%)	F1-score (%)
Graph-MFN (T + A + V) [14]	45.00	/	/	/
TBJE (T + A) [19]	45.36	/	81.48	/
TBJE (T + A + V) [19]	44.40	/	80.68	/
The proposed approach(T + A)	45.58	42.93	81.57	81.16