Table 1.

The aggregated DSC (%) values from ablation study of our method, based on 5-fold cross-validation for Task-1. The terms “Base”, “Pre-train”, “MixUp”, and “Pre-train+MixUp” correspond to fully supervised training, fully supervised training with pre-trained weights, fully supervised training with MixUp augmentation, and a combination of pre-trained weights with MixUp, respectively.

	Base		Pre-train		MixUp		Pre-train+MixUp
	GTVp	GTVn	GTVp	GTVn	GTVp	GTVn	GTVp	GTVn
Fold1	78.63	83.89	78.60	83.44	81.64	84.81	82.07	84.33
Fold2	67.51	82.54	68.31	82.95	65.94	84.87	67.75	84.88
Fold3	70.68	84.86	71.10	86.55	70.21	85.79	70.65	87.19
Fold4	80.59	84.20	80.48	84.45	80.78	84.94	80.88	84.72
Fold5	80.39	83.60	77.66	84.70	79.80	84.02	78.82	84.48
Average	75.56	83.82	75.23	84.42	75.67	84.89	76.03	85.12