Point Cloud Denoising on PUNet Uniform noise, 50K Points, 3% noise level
5.34Chamfer Distance (CD)PD-Refiner
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PD-RefinerType=Sup.2026.05 | 5.34 | 0.89 | |
| PD-LTSType=Sup.2026.05 | 5.82 | 1.27 | |
| StraightPCFType=Sup.2026.05 | 6.97 | 2.4 | |
| SIMPCType=Unsup.2026.05 | 7.06 | 1.92 | |
| Score-UType=Unsup.2026.05 | 15.56 | 5.29 | |
| Noise2Score3DType=Unsup.2026.05 | 18.32 | 9.21 |