Table 6.

Quantitative comparison with four state-of-the-art methods on Sliver07-training datasets

Methods	Dice (%)	VOE (%)	RVD (%)	ASSD (mm)	MSD (mm)	Training time	Test time
FCN	93.06 ± 1.21	12.96 ± 2.11	−4.47 ± 4.22	4.19 ± 2.81	114.82 ± 20.58	3 h 22 min 35 s	32.5 s
U-Net	95.09 ± 2.83	9.01 ± 4.96	1.51 ± 3.59	1.99 ± 0.87	97.62 ± 17.36	5 h 34 min 49 s	33 s
Attention U-Net	95.25 ± 3.14	8.94 ± 5.57	−2.21 ± 3.57	2.07 ± 1.63	99.85 ± 37.21	6 h 12 min 23 s	33.4
Attention Res-U-Net	95.72 ± 2.87	8.09 ± 5.11	−2.06 ± 6.6	1.81 ± 0.81	103.75 ± 16.56	6 h 58 min 56 s	33.4 s
EAR-U-Net	96.23 ± 2.65	7.16 ± 4.75	−1.42 ± 5.63	1.26 ± 0.68	87.32 ± 34.43	4 h 33 min 2 s	39.5 s

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