Design and Efficacy of a Data Lake Architecture for Multimodal Emotion Feature Extraction in Social Media

Table 2

Comparison results of different models on two datasets.

Model	MVSA-Single		MVSA-Multi
	Accuracy	F1 value	Accuracy	F1 value
Literature [35]	62.6	63.3	62.4	61.5
Literature [36]	70.1	69.9	70.2	69.5
Literature [37]	70.9	69.7	70.8	69.6
Literature [38]	72.6	72.3	72.5	72.4
Literature [39]	73.2	73.6	74.1	75.8
MLSAF	77.6	76.4	75.3	77.1