Normal Estimation on PCPNet 1.0 (test)
4.17RMSE (No Noise)HSurf-Net
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| HSurf-Net2022.10 | 4.17 | 8.78 | 16.25 | 21.61 | 4.98 | 4.86 | 10.11 | |
| AdaFit2022.10 | 5.19 | 9.05 | 16.45 | — | 6.01 | 5.9 | 10.76 | |
| Zhang et al.Note=code not available or uncompleted2022.10 | 5.65 | 9.19 | 16.78 | 22.93 | 6.68 | 6.29 | 11.25 | |
| Zhou et al. [54]Note=code not available or uncompleted2022.10 | 5.9 | 9.1 | 16.5 | 22.08 | 6.79 | 6.4 | 11.13 | |
| Refine-Net2022.10 | 5.92 | 9.04 | 16.52 | 22.19 | 7.7 | 7.2 | 11.43 | |
| MTRNetNote=code not available or uncompleted2022.10 | 6.43 | 9.69 | 17.08 | 22.23 | 8.39 | 6.89 | 11.78 | |
| DeepFit2022.10 | 6.51 | 9.21 | 16.73 | 23.12 | 7.92 | 7.31 | 11.8 | |
| Lenssen et al.2022.10 | 6.72 | 9.95 | 17.18 | 21.96 | 7.73 | 7.51 | 11.84 | |
| Nesti-Net2022.10 | 7.06 | 10.24 | 17.77 | 22.31 | 8.64 | 8.95 | 12.49 | |
| Zhou et al. [53]Note=code not available or uncompleted2022.10 | 8.67 | 10.49 | 17.62 | 24.14 | 10.29 | 10.66 | 13.62 | |
| PCPNet2022.10 | 9.64 | 11.51 | 18.27 | 22.84 | 11.73 | 13.46 | 14.58 | |
| PCA2022.10 | 12.29 | 12.87 | 18.38 | 27.52 | 13.66 | 12.81 | 16.25 | |
| Jet2022.10 | 12.35 | 12.84 | 18.33 | 27.68 | 13.39 | 13.13 | 16.29 |