Table 5.

The results of different fusion methods on our dataset.

Methods	$Dice(\%)\uparrow$	$Sens.(\%)\uparrow$	$Prec.(\%)\uparrow$	$MAE(\%)\downarrow$	$E_{\varphi }$(%)$\uparrow$	$S_{\alpha }$(%)$\uparrow$
Add	$83.59\pm 2.14$	$85.16\pm 1.91$	$81.07\pm 0.83$	$0.85\pm 0.13$	$93.66\pm 0.10$	$80.12\pm 0.84$
Concatenate	$86.75\pm 1.38$	$87.00\pm 0.92$	$86.93\pm 1.03$	$0.64\pm 0.08$	$94.39\pm 1.04$	$\mathbf{84}.\mathbf{12}\pm \mathbf{1}.\mathbf{27}$
Attention	$\mathbf{87}.\mathbf{59}\pm \mathbf{1}.\mathbf{07}$	$\mathbf{88}.\mathbf{04}\pm \mathbf{1}.\mathbf{12}$	$\mathbf{87}.\mathbf{18}\pm \mathbf{1}.\mathbf{36}$	$\mathbf{0}.\mathbf{59}\pm \mathbf{0}.\mathbf{05}$	$\mathbf{95}.\mathbf{05}\pm \mathbf{1}.\mathbf{30}$	$83.89\pm 1.21$