Table 6. The comparative table between the Mixture, CrossEntropy, Dice, and BCE Loss functions using the LiTS dataset.

	IoU (%)	Acc (%)	Kappa (%)	Dice (%)
CrossEntropy loss	82.22	99.84	90.16	90.24
Dice loss	36.81	99.20	53.41	53.81
BCE loss	82.95	99.85	90.61	90.68
Mixture loss (ours)	83.37	99.86	90.86	90.93

Notes.

Bold styling indicates the maximum or highest values.