Table 3.

Result analysis of different weight loss functions using the EAR-U-Net model

Loss	Ratio	Dice (%)	VOE (%)	RVD (%)	ASSD (mm)	MSD (mm)	Training time	Test time
BL	1	96.07 ± 1.06	7.55 ± 1.96	0.44 ± 2.14	1.47 ± 0.67	48.28 ± 27.72	6 h 42 min 48 s	41.8 s
DL	1	95.95 ± 0.76	7.77 ± 1.42	0.5 ± 2.36	1.35 ± 0.82	35.96 ± 20.62	6 h 45 min 54 s	41.2 s
BL:DL	0.2:0.8	95.84 ± 1.10	7.96 ± 2.03	1.66 ± 3.08	1.67 ± 1.00	38.32 ± 14.86	6 h 51 min 7 s	44.2 s
BL:DL	0.5:0.5	96.13 ± 0.95	7.43 ± 1.75	1.29 ± 1.98	1.67 ± 0.86	43.84 ± 25.54	6 h 48 min 6 s	43.7 s
BL:DL	0.8:0.2	96.43 ± 0.90	6.88 ± 1.69	1.93 ± 2.42	1.42 ± 0.72	58.03 ± 33.99	6 h 52 min 45 s	43.6 s
BL:DL	1:1	96.63 ± 0.82	6.50 ± 1.52	1.18 ± 2.27	1.29 ± 0.35	36.79 ± 13.24	6 h 49 min 55 s	42.3 s

For each metric, bold value indicate the best result in that column