Multimodal Sentiment Analysis Based on Cross-Modal Attention and Gated Cyclic Hierarchical Fusion Networks

Table 6

Effect of inputs on prediction results for different gated cyclic hierarchical fusion networks on MOSI and MOSEI datasets.

Input	MOSI				MOSEI
	MAE (↓)	Corr (↑)	Acc-2 (↑)	F1-score (↑)	MAE (↓)	Corr (↑)	Acc-2 (↑)	F1-score (↑)
	0.887	0.641	78.56	78.42	0.699	0.548	80.92	80.33
	0.852	0.728	80.74	80.57	0.644	0.615	82.14	82.06
	0.709	0.802	83.38	83.32	0.528	0.767	85.25	85.09