Object Part Segmentation on ShapeNet Grid scan pattern (val)
83.8mIoUCurveNet
Evaluation Results
| Method | Links | |
|---|---|---|
| CurveNetTime (ms)=227, GPU (GB)=1.16, Param (M)=5.332023.03 | 83.8 | |
| CurveCloudNetTime (ms)=77, GPU (GB)=1.01, Param (M)=8.742023.03 | 83.6 | |
| PointNextTime (ms)=81, GPU (GB)=1.69, Param (M)=13.82023.03 | 83.1 | |
| MinkowskiNetTime (ms)=42, GPU (GB)=0.21, Param (M)=36.622023.03 | 82 | |
| PointMLPTime (ms)=58, GPU (GB)=0.83, Param (M)=16.762023.03 | 81.3 | |
| DGCNNTime (ms)=143, GPU (GB)=1.45, Param (M)=2.182023.03 | 80.9 | |
| PointNet++Time (ms)=109, GPU (GB)=1.95, Param (M)=1.532023.03 | 80.1 | |
| Cylinder3DTime (ms)=96, GPU (GB)=5.76, Param (M)=56.032023.03 | 80.1 | |
| SphereFormerTime (ms)=38, GPU (GB)=0.25, Param (M)=32.32023.03 | 79.9 |