Point Cloud Denoising on PCNet 50K points 1% Gaussian noise
7.9Chamfer Distance (CD)HybridPF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HybridPFType=Sup., Venue=Arxiv 252026.05 | 7.9 | 1 | |
| PD-RefinerType=Sup., Venue=ACM MM 242026.05 | 8.18 | 1.04 | |
| PD-LTSType=Sup., Venue=CVPR 242026.05 | 8.4 | 1.3 | |
| StraightPCFType=Sup., Venue=CVPR 242026.05 | 8.8 | 1.4 | |
| SIMPCType=Unsup.2026.05 | 8.86 | 1.07 | |
| IterativePFNType=Sup., Venue=CVPR 232026.05 | 9.1 | 1.4 | |
| GLRType=Optim., Venue=TIP 192026.05 | 9.64 | 1.34 | |
| MRPCAType=Optim., Venue=CGF 172026.05 | 9.66 | 1.4 | |
| PathNetType=Sup., Venue=TPAMI 242026.05 | 9.91 | 1.48 | |
| DeepPSRType=Sup., Venue=TPAMI 222026.05 | 10.1 | 1.46 | |
| JetType=Optim., Venue=CAGD 052026.05 | 10.91 | 1.8 | |
| BilateralType=Optim., Venue=IPL 172026.05 | 11.72 | 1.98 | |
| Score-UType=Unsup., Venue=ICCV 212026.05 | 12.34 | 2.22 | |
| Noise2Score3DType=Unsup., Venue=ICCV 252026.05 | 15.75 | 3.55 | |
| DMR-UType=Unsup., Venue=ACM MM 202026.05 | 21.85 | 7.46 |