Point Cloud Denoising on PUNet Uniform noise, 10K Points, 3% noise level
21.65Chamfer Distance (CD)PD-Refiner
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PD-RefinerType=Sup.2026.05 | 21.65 | 2.62 | |
| PD-LTSType=Sup.2026.05 | 21.83 | 2.74 | |
| StraightPCFType=Sup.2026.05 | 23.78 | 4.46 | |
| SIMPCType=Unsup.2026.05 | 25.02 | 4.94 | |
| Noise2Score3DType=Unsup.2026.05 | 43.01 | 15.22 | |
| Score-UType=Unsup.2026.05 | 58.21 | 29.07 |