Two-Level Multimodal Fusion for Sentiment Analysis in Public Security

Table 3

Ablation experimental results for sentiment analysis on the CMU-MOSI and CMU-MOSEI datasets.

Metric	Acc-2	F-score	MAE	Acc-7	Corr
Case of the CMU-MOSI dataset
	89.43	89.41	0.534	56.15	0.869
	77.33	77.31	0.983	30.37	0.51
	79.52	79.86	0.810	41.35	0.683
	90.08	90.06	0.512	56.15	0.886
	89.60	89.62	0.553	52.95	0.886
TlMF	92.28	92.26	0.373	65.49	0.933
Case of the CMU-MOSI dataset
	78.59	78.74	0.647	47.95	0.611
	62.27	64.52	0.717	41.36	0.593
	64.85	68.59	0.706	42.58	0.537
	75.53	76.86	0.716	44.53	0.534
	77.35	77.97	0.665	46.98	0.581
TlMF	79.46	79.46	0.645	48.88	0.669