TABLE II.

Performance On Volume and Surface Measurements

		MAS	3D U-Net	U-Net	ResNet	GCN	SS-Net	U-Net+	ResNet+	GCN+	SS-Net+
DSC	median	0.895	0.904	0.879	0.926	0.923	0.933	0.937	0.938	0.938	0.942
	mean±std	0.877±0.06	0.86±0.116	0.849±0.098	0.894±0.088	0.901±0.064	0.9±0.1	0.929±0.03	0.936±0.029	0.939±0.017	0.941±0.026
MSD	median	4.13	4.453	7.427	4.318	5.411	3.043	2.528	1.667	1.712	1.484
	mean±std	5.137±3.154	5.916±5.378	8.435±3.51	7.114±6.973	8.721±8.529	4.871±3.547	2.82±1.435	2.474±1.762	2.304±1.319	2.294± 1.735
HD	median	44.327	38.104	239.354	146.009	160.191	84.192	39.48	22.81	22.5	22.345
	mean±std	50.2±28.2	71.2±60.3	246.7±38.0	144.3±55.3	156.9±52.1	103.3±59.5	34.4±11.7	28.8±14.2	28.4±12.6	27.2±13.4

^*DSC is Dice similarity coefficient, MSD is mean surface distance (mm), HD is Hausdorff distance (mm).