Table 4.

Model Performance: Unet2D, Unet3D and Ours.

Model	Test Set Dice Score			Compute
	BG	GGO	High Opacities	CPU Time	GPU Time	Memory
Unet 2D	0.99614	0.67968	0.55738	6.097s	386.843ms	5.80 Gb
Unet 3D	0.99311	0.61898	0.56298	11.020s	333.871ms	18.61 Gb
Ours	0.99598	0.67944	0.58497	3.700s	323.421ms	4.84 Gb