Table 6 The influence of number of MSB in MAT.
From: A text guided multimodal scale path fusion network for multimodal sentiment analysis
Nums of MSB | MAE\(\downarrow\) | Corr\(\uparrow\) | ACC-2\(\uparrow\) | F1\(\uparrow\) | ACC-7\(\uparrow\) | Training time\(\uparrow\) |
|---|---|---|---|---|---|---|
MSB layers = 1 | 0.586 | 0.864 | 88.72 | 88.68 | 49.7 | 497 |
MSB layers = 2 | 0.589 | 0.874 | 90.02 | 90.01 | 50.5 | 624 |
MSB layers = 3 | 0.598 | 0.882 | 90.41 | 90.31 | 50.1 | 4519 |
MSB layers = 4 | 0.594 | 0.859 | 89.63 | 89.62 | 49.125 | 8770 |
