Point Cloud Segmentation on S3DIS
90.08Overall AccuracyFPS (CPU)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FPS (CPU)Architecture=PointVector2026.06 | 90.08 | 69.8 | 714.228 | |
| FPS (GPU)Architecture=PointVector2026.06 | 89.96 | 70.03 | 41.792 | |
| RadiusFPSArchitecture=PointVector2026.06 | 89.96 | 70.03 | 19.711 | |
| FastPoint + QuickFPSArchitecture=PointVector2026.06 | 89.92 | 69.76 | 18.337 | |
| QuickFPSArchitecture=PointVector2026.06 | 89.89 | 69.55 | 22.465 | |
| FastPoint + FPSArchitecture=PointVector2026.06 | 89.82 | 69.54 | 19.207 | |
| RadiusFPS-GArchitecture=PointVector2026.06 | 89.77 | 69.22 | 19.243 | |
| RadiusFPS-GBackbone=PointMetaBase2026.06 | 89.75 | 68.28 | 15.335 | |
| FPS (GPU)Backbone=PointMetaBase2026.06 | 89.6 | 67.9 | 40.176 | |
| QuickFPSBackbone=PointMetaBase2026.06 | 89.6 | 67.9 | 18.363 | |
| RadiusFPSBackbone=PointMetaBase2026.06 | 89.6 | 67.9 | 15.948 | |
| FastPoint + QuickFPSBackbone=PointMetaBase2026.06 | 89.6 | 68.28 | 13.083 | |
| FPS (CPU)Backbone=PointMetaBase2026.06 | 89.59 | 67.9 | 351.846 | |
| FastPoint + RadiusFPSBackbone=PointMetaBase2026.06 | 89.56 | 68.19 | 12.308 | |
| FastPoint + FPSBackbone=PointMetaBase2026.06 | 89.53 | 68.21 | 14.297 | |
| FastPoint + RadiusFPS-GArchitecture=PointVector2026.06 | 89.46 | 68.31 | 17.278 | |
| FastPoint + RadiusFPSArchitecture=PointVector2026.06 | 89.4 | 68.59 | 17.589 | |
| FastPoint + RadiusFPS-GBackbone=PointMetaBase2026.06 | 89.25 | 67.58 | 11.248 | |
| FPS + NPDUBackbone=PointMetaBase2026.06 | 86.15 | 61.43 | 89.125 | |
| FPS + NPDUArchitecture=PointVector2026.06 | 72.23 | 36.32 | 191.907 |