Point Cloud Segmentation on ScanNet (val)
89.75Overall Accuracy (OA)RadiusFPS-G
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RadiusFPS-GBackbone=PointMetaBase2026.06 | 89.75 | 71.21 | 92.346 | |
| FastPoint + FPSBackbone=PointMetaBase2026.06 | 89.69 | 70.87 | 89.009 | |
| FPS (CPU)Backbone=PointMetaBase2026.06 | 89.68 | 70.93 | 2,861.794 | |
| FastPoint + QuickFPSBackbone=PointMetaBase2026.06 | 89.67 | 70.96 | 69.475 | |
| FPS (GPU)Backbone=PointMetaBase2026.06 | 89.63 | 70.8 | 296.86 | |
| RadiusFPSBackbone=PointMetaBase2026.06 | 89.63 | 70.8 | 86.307 | |
| QuickFPSBackbone=PointMetaBase2026.06 | 89.6 | 70.96 | 106.466 | |
| FastPoint + RadiusFPSBackbone=PointMetaBase2026.06 | 89.11 | 69.38 | 69.947 | |
| FastPoint + RadiusFPS-GBackbone=PointMetaBase2026.06 | 89.08 | 69.43 | 68.86 | |
| FPS + NPDUBackbone=PointMetaBase2026.06 | 82.98 | 55.72 | 719.155 |