Table 2.

Ablation study of loss function configurations on CONSEP dataset

Configuration	DICE	AJI	Overall F1
NP: BCE+DICE, TP: BCE+DICE	0.840	0.576	0.761
NP: BCE+DICE, TP: Focal+DICE	0.842	0.582	0.756
NP: Asym+DICE, TP: BCE+DICE	0.842	0.584	0.758
NP: Asym+DICE, TP: Focal+DICE	0.842	0.581	0.752
NP: Asym, TP: Focal	0.844	0.594	0.770

All configurations maintain MSE+MSGE for the HV branch. Asym Asymmetric loss, Focal Focal loss