Open Access
Table C.1.
Trainable parameter count for various models
Experience | Parameters (106) |
---|---|
Baseline | 19.03 |
2 bands first order | |
Extremely early fusion | 9.52 |
Very early fusion | 11.16 |
Early fusion | 12.51 |
Middle fusion | 15.22 |
Late fusion | 17.94 |
Early fusion first order | |
1 band | 8.80 |
2 bands | 12.51 |
3 bands | 17.23 |
4 bands | 22.11 |
5 bands | 26.29 |
Early fusion 2 bands | |
1st and 2nd order | 17.37 |
1 st, 2nd and 3rd order | 21.54 |
2nd and 3rd order | 15.98 |
Notes. Number of trainable parameters for some models grouped by fusion stage, modality size, and modality order.
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