Point Cloud Denoising on PCNet 50K points, 2% Gaussian noise
11.2Chamfer Distance (CD)HybridPF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HybridPFType=Sup., Venue=Arxiv 252026.05 | 11.2 | 2 | |
| StraightPCFType=Sup., Venue=CVPR 242026.05 | 11.7 | 2.6 | |
| PD-RefinerType=Sup., Venue=ACM MM 242026.05 | 11.71 | 2.2 | |
| PD-LTSType=Sup., Venue=CVPR 242026.05 | 12.1 | 2.5 | |
| IterativePFNType=Sup., Venue=CVPR 232026.05 | 12.5 | 2.4 | |
| SIMPCType=Unsup.2026.05 | 13.4 | 2.41 | |
| PathNetType=Sup., Venue=TPAMI 242026.05 | 14.92 | 3.15 | |
| DeepPSRType=Sup., Venue=TPAMI 222026.05 | 15.15 | 3.4 | |
| GLRType=Optim., Venue=TIP 192026.05 | 20.15 | 4.17 | |
| MRPCAType=Optim., Venue=CGF 172026.05 | 21.53 | 4.78 | |
| BilateralType=Optim., Venue=IPL 172026.05 | 24.78 | 6.34 | |
| Score-UType=Unsup., Venue=ICCV 212026.05 | 24.92 | 6.6 | |
| JetType=Optim., Venue=CAGD 052026.05 | 25.82 | 7 | |
| Noise2Score3DType=Unsup., Venue=ICCV 252026.05 | 31.32 | 9.42 | |
| DMR-UType=Unsup., Venue=ACM MM 202026.05 | 33.18 | 11.99 |