Point cloud normal estimation on PCPNet Synthetic (test)
4.11Angular Error (No Noise)GrapFit + Ours
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GrapFit + Oursbase_method=GraphFit2023.03 | 4.11 | 8.66 | 16.02 | 21.57 | 4.83 | 4.89 | 10.01 | |
| GraphFit2023.03 | 4.45 | 8.74 | 16.05 | 21.64 | 5.22 | 5.48 | 10.26 | |
| AdaFit + Oursbase_method=AdaFit2023.03 | 4.71 | 8.75 | 16.31 | 21.64 | 5.51 | 5.48 | 10.4 | |
| DeepFit + Oursbase_method=DeepFit2023.03 | 4.9 | 8.91 | 16.61 | 22.87 | 5.52 | 5.7 | 10.75 | |
| AdaFit2023.03 | 5.19 | 9.05 | 16.44 | 21.94 | 5.9 | 6.01 | 10.76 | |
| DeepFit2023.03 | 6.51 | 9.21 | 16.72 | 23.12 | 7.31 | 7.92 | 11.8 | |
| IterNet2023.03 | 6.72 | 9.95 | 17.18 | 21.96 | 7.73 | 7.51 | 11.84 | |
| Nesti-Net2023.03 | 6.99 | 10.11 | 17.63 | 22.28 | 9 | 8.47 | 12.41 | |
| PCPNet2023.03 | 9.62 | 11.37 | 18.87 | 23.28 | 11.7 | 11.16 | 14.34 | |
| Jet2023.03 | 12.25 | 12.84 | 18.33 | 27.68 | 13.13 | 13.39 | 16.29 | |
| PCA2023.03 | 12.29 | 12.87 | 18.38 | 27.5 | 12.81 | 13.66 | 16.25 |