Table 4. Ablation study on the depth of...

Table 4.

Ablation study on the depth of Bi-AdaIN integration for tabular data in the 3D Swin transformer backbone

Model configuration	MAE (⁠ $↓$ ⁠)	MSE (⁠ $↓$ ⁠)	Average BATE (⁠ $↓$ ⁠)
Bi-AdaIN (all stages)	1.62 $\pm$ 0.11	4.13 $\pm$ 0.24	0.10 $\pm$ 0.05
Bi-AdaIN (late stages)	1.65 $\pm$ 0.10	4.19 $\pm$ 0.20	0.19 $\pm$ 0.08
Bi-AdaIN (final stage)	1.69 $\pm$ 0.08	4.28 $\pm$ 0.26	0.31 $\pm$ 0.11

Model configuration	MAE ( $↓$ )	MSE ( $↓$ )	Average BATE ( $↓$ )
Bi-AdaIN (all stages)	1.62 $\pm$ 0.11	4.13 $\pm$ 0.24	0.10 $\pm$ 0.05
Bi-AdaIN (late stages)	1.65 $\pm$ 0.10	4.19 $\pm$ 0.20	0.19 $\pm$ 0.08
Bi-AdaIN (final stage)	1.69 $\pm$ 0.08	4.28 $\pm$ 0.26	0.31 $\pm$ 0.11