Table 3.

Ablation study results on IEMOCAP and CMU-MOSEI datasets.

Models	SEM	MBT	LF	IEMOCAP		CMU-MOSEI
				Avg. Acc	Avg. F1	Avg. WA	Avg. F1
MER	-	-	✓	0.855	0.614	0.682	0.496
MER-SEM	✓	-	✓	0.871	0.636	0.691	0.506
MER-MBT	-	✓	✓	0.868	0.633	0.688	0.504
MER-SEM-MBT	✓	✓	✓	0.874	0.646	0.696	0.509

The bold values are indicated to highlight the best results.