Object Part Segmentation on ShapeNet Parallel scan pattern (val)
84mIoUCurveNet
Evaluation Results
| Method | Links | |
|---|---|---|
| CurveNetTime (ms)=227, GPU (GB)=1.16, Param (M)=5.33, GPU Model=Nvidia RTX 3090, Batch Size=162023.03 | 84 | |
| PointNextTime (ms)=81, GPU (GB)=1.69, Param (M)=13.8, GPU Model=Nvidia RTX 3090, Batch Size=162023.03 | 83.8 | |
| CurveCloudNetTime (ms)=77, GPU (GB)=1.01, Param (M)=8.74, GPU Model=Nvidia RTX 3090, Batch Size=162023.03 | 83.7 | |
| MinkowskiNetTime (ms)=42, GPU (GB)=0.21, Param (M)=36.62, GPU Model=Nvidia RTX 3090, Batch Size=162023.03 | 82.6 | |
| PointMLPTime (ms)=58, GPU (GB)=0.83, Param (M)=16.76, GPU Model=Nvidia RTX 3090, Batch Size=162023.03 | 82.2 | |
| PointNet++Time (ms)=109, GPU (GB)=1.95, Param (M)=1.53, GPU Model=Nvidia RTX 3090, Batch Size=162023.03 | 81.8 | |
| DGCNNTime (ms)=143, GPU (GB)=1.45, Param (M)=2.18, GPU Model=Nvidia RTX 3090, Batch Size=162023.03 | 81.2 | |
| Cylinder3DTime (ms)=96, GPU (GB)=5.76, Param (M)=56.03, GPU Model=Nvidia RTX 3090, Batch Size=162023.03 | 81.2 | |
| SphereFormerTime (ms)=38, GPU (GB)=0.25, Param (M)=32.3, GPU Model=Nvidia RTX 3090, Batch Size=162023.03 | 80.3 |