Point Cloud Denoising on PCNet 10K points, 2% Gaussian noise
39.7Chamfer Distance (CD)HybridPF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HybridPFType=Sup., Venue=Arxiv 252026.05 | 39.7 | 7 | |
| PD-RefinerType=Sup., Venue=ACM MM 242026.05 | 40.09 | 8.68 | |
| StraightPCFType=Sup., Venue=CVPR 242026.05 | 40.5 | 7.9 | |
| PathNetType=Sup., Venue=TPAMI 242026.05 | 41.05 | 14.22 | |
| PD-LTSType=Sup., Venue=CVPR 242026.05 | 41.5 | 8.3 | |
| SIMPCType=Unsup.2026.05 | 43.18 | 8.69 | |
| IterativePFNType=Sup., Venue=CVPR 232026.05 | 44.4 | 10.1 | |
| DeepPSRType=Sup., Venue=TPAMI 222026.05 | 47.57 | 11.18 | |
| MRPCAType=Optim., Venue=CGF 172026.05 | 48.74 | 11.78 | |
| GLRType=Optim., Venue=TIP 192026.05 | 52.74 | 11.46 | |
| JetType=Optim., Venue=CAGD 052026.05 | 52.98 | 13.72 | |
| Score-UType=Unsup., Venue=ICCV 212026.05 | 60.34 | 17.63 | |
| BilateralType=Optim., Venue=IPL 172026.05 | 61.71 | 16.46 | |
| Noise2Score3DType=Unsup., Venue=ICCV 252026.05 | 67.3 | 19.64 | |
| DMR-UType=Unsup., Venue=ACM MM 202026.05 | 108.77 | 51.39 |