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. 2023 Jun 9;23(12):5475. doi: 10.3390/s23125475

Table 2.

Model comparisons on the CMU-MOSEI and IEMOCAP dataset.

Datasets Models Metrics
WA (%) F1 (%)
IEMOCAP Xia et al. [21] 64.6
Multimodal transformer [22] 72.8 59.9
Wenliang et al. [20] - 57.4
Our system 74.6 66.1
CMU-MOSEI Xi et al. [21] 69.6 50.9
Multimodal transformer [22] 80.4 67.4
Wenliang et al. [20] 66.8 46.8
Our system 80.7 73.7