Part Segmentation on ShapeNet
0.891mIoUOurs (repr. + graph)
Evaluation results
| Method | Links | |
|---|---|---|
| Ours (repr. + graph)2021.03 | 0.891 | |
| LS2021.03 | 0.888 | |
| Ours (repr.)2021.03 | 0.874 | |
| SPH3D-GCNNumber of input points=20482021.03 | 0.868 | |
| DensePoint2021.03 | 0.864 | |
| KPConv-deform2021.03 | 0.864 | |
| KPConv-rigid2021.03 | 0.862 | |
| ConvPointNumber of input points=10242021.03 | 0.858 | |
| FKAConvNumber of input points=20482021.03 | 0.857 | |
| ALL-INTransfer Learning=Frozen encoder with lightweight classifier2026.05 | 0.854 | |
| DGCNN2021.03 | 0.852 | |
| PointNet++2021.03 | 0.851 | |
| LDGCNN2021.03 | 0.851 | |
| GraphGPS2026.05 | 0.849 | |
| PointNet2021.03 | 0.837 | |
| GIN2026.05 | 0.836 | |
| Kd-net2021.03 | 0.823 |