Point Cloud Denoising on PCNet 10K points, 1% Gaussian noise
26.2Chamfer Distance (CD)IterativePFN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| IterativePFNType=Sup., Venue=CVPR 232026.05 | 26.2 | 7 | |
| StraightPCFType=Sup., Venue=CVPR 242026.05 | 27.5 | 5.4 | |
| HybridPFType=Sup., Venue=Arxiv 252026.05 | 27.9 | 4.7 | |
| PD-RefinerType=Sup., Venue=ACM MM 242026.05 | 28.26 | 5.69 | |
| PD-LTSType=Sup., Venue=CVPR 242026.05 | 28.4 | 5.4 | |
| DeepPSRType=Sup., Venue=TPAMI 222026.05 | 28.73 | 7.83 | |
| PathNetType=Sup., Venue=TPAMI 242026.05 | 30.03 | 8.65 | |
| JetType=Optim., Venue=CAGD 052026.05 | 30.32 | 8.3 | |
| SIMPCType=Unsup.2026.05 | 32.1 | 6.57 | |
| MRPCAType=Optim., Venue=CGF 172026.05 | 33.23 | 9.31 | |
| GLRType=Optim., Venue=TIP 192026.05 | 33.99 | 9.56 | |
| Noise2Score3DType=Unsup., Venue=ICCV 252026.05 | 35.23 | 10.37 | |
| Score-UType=Unsup., Venue=ICCV 212026.05 | 42.32 | 12.61 | |
| BilateralType=Optim., Venue=IPL 172026.05 | 43.2 | 13.51 | |
| DMR-UType=Unsup., Venue=ACM MM 202026.05 | 94.61 | 45.84 |