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

Table 1

Segmentation accuracy (%) in terms of P-metric under different parameter settings on the SketchSeg dataset.

Loss weight	Airplane	Bicycle	Candelabra	Chair	Four legs	Human	Lamp	Rifle	Table	Vase	Average
	89.3	89.2	91.5	90.4	87.3	84.2	89.4	89.2	93.4	95.8	89.8
	92.1	91.6	93.1	91.8	87.6	84.3	89.6	90.4	88.7	92.1	90.1
	90.3	91.0	91.8	91.7	85.9	82.9	90.2	88.8	87.9	91.3	89.2
	88.7	89.6	89.4	85.3	83.6	80.6	86.9	83.5	81.6	88.5	85.8
	84.0	84.5	85.7	81.6	82.0	74.9	83.0	84.0	76.6	80.7	81.7