Reconstructing 3D Model from Single-View Sketch with Deep Neural Network

Table 7

Segmentation performance of MIFNet against state-of-the-art methods with the C-metric.

Method	U-net	LinkNet	FCN	PointNet	MIFNet
Airplane	52.6	67.7	66.5	67.3	86.5
Bicycle	49.7	55.7	59.2	50.9	85.5
Candelabra	90.3	89.0	94.5	67.9	94.8
Chair	81.9	89.2	84.8	77.6	85.1
Four legs	54.5	67.2	73.5	60.9	84.2
Human	62.6	67.9	72.1	56.6	81.2
Lamp	92.4	92.4	92.5	86.1	87.0
Rifle	38.9	44.5	54.7	59.7	82.1
Table	70.1	80.3	75.3	67.5	82.6
Vase	90.7	96.6	98.1	78.9	93.1
Average	68.4	75.0	77.1	67.3	86.2