Point Cloud Segmentation on ScanNet
89.54Overall AccuracyFPS (CPU)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FPS (CPU)Architecture=PointVector2026.06 | 89.54 | 70.21 | 2,780.102 | |
| FPS (GPU)Architecture=PointVector2026.06 | 89.54 | 70.11 | 319.552 | |
| RadiusFPSArchitecture=PointVector2026.06 | 89.54 | 70.11 | 114.465 | |
| FastPoint + FPSArchitecture=PointVector2026.06 | 89.54 | 70.04 | 121.4 | |
| RadiusFPS-GArchitecture=PointVector2026.06 | 89.52 | 69.92 | 123.651 | |
| FastPoint + QuickFPSArchitecture=PointVector2026.06 | 89.5 | 70.04 | 113.505 | |
| QuickFPSArchitecture=PointVector2026.06 | 89.41 | 69.92 | 139.196 | |
| FastPoint + RadiusFPSArchitecture=PointVector2026.06 | 89.18 | 69.47 | 109.487 | |
| FastPoint + RadiusFPS-GArchitecture=PointVector2026.06 | 89.18 | 69.34 | 104.636 | |
| FPS + NPDUArchitecture=PointVector2026.06 | 73.98 | 35.11 | 739.691 |