Normal Estimation on ModelNet40 (test)
0.11Avg Cosine Distance ErrorCurveNet
Evaluation results
| Method | Links | |
|---|---|---|
| CurveNetInput=xyz, #point=10242021.05 | 0.11 | |
| PCT#Points=1k2020.12 | 0.13 | |
| PCTInput=xyz, #point=10242021.05 | 0.13 | |
| RS-CNN#Points=1k2020.12 | 0.15 | |
| RS-CNNInput=xyz, #point=10242021.05 | 0.15 | |
| CurveNet w/o curvesInput=xyz, #point=10242021.05 | 0.16 | |
| PCNN#Points=1k2020.12 | 0.19 | |
| Equivariant-OrientedMPtraining_rotation=z, testing_rotation=z2022.03 | 0.2 | |
| SPCT#Points=1k2020.12 | 0.23 | |
| NPCT#Points=1k2020.12 | 0.24 | |
| RS-CNNtraining_rotation=z, testing_rotation=z2022.03 | 0.26 | |
| PointNet++#Points=1k2020.12 | 0.29 | |
| DGCNNInput=xyz, #point=10242021.05 | 0.29 | |
| DGCNNtraining_rotation=z, testing_rotation=z2022.03 | 0.29 | |
| PointNet++training_rotation=z, testing_rotation=z2022.03 | 0.34 | |
| GC-Convtraining_rotation=z, testing_rotation=z2022.03 | 0.42 | |
| PointNet#Points=1k2020.12 | 0.47 | |
| PointNetInput=xyz, #point=10242021.05 | 0.47 | |
| RI-Convtraining_rotation=z, testing_rotation=z2022.03 | 1.33 |