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

Table 6

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

Method	U-net	LinkNet	FCN	PointNet	MIFNet
Airplane	68.9	78.0	78.2	81.0	92.9
Bicycle	68.1	65.3	71.4	78.0	93.5
Candelabra	89.3	88.3	90.8	81.1	93.0
Chair	84.0	89.1	86.9	81.0	88.1
Four legs	74.1	76.7	80.3	75.5	89.3
Human	71.9	74.5	75.6	69.2	85.5
Lamp	92.2	91.2	92.8	86.2	87.8
Rifle	54.8	59.9	65.2	83.2	89.7
Table	79.6	82.5	81.4	82.0	88.6
Vase	89.9	93.8	94.4	84.8	92.8
Average	77.3	79.9	81.7	80.2	90.1