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Quantitative comparison with other methods on the ShapeNet dataset.
| Category | Model | CD | EMD |
|---|---|---|---|
| Airplane | SoftFLow | 0.4042 | 1.198 |
| PointFlow | 0.4030 | 1.180 | |
| DPF-NET | 0.5279 | 1.105 | |
| PVD | 0.4415 | 1.030 | |
| Ours | 0.4671 | 1.011 | |
| Chair | SoftFLow | 2.786 | 3.295 |
| PointFlow | 2.707 | 3.649 | |
| DPF-NET | 2.763 | 3.320 | |
| PVD | 3.211 | 2.939 | |
| Ours | 3.109 | 2.901 | |
| Car | SoftFLow | 1.850 | 2.798 |
| PointFlow | 1.803 | 2.851 | |
| DPF-NET | 1.396 | 2.318 | |
| PVD | 1.774 | 2.146 | |
| Ours | 1.811 | 2.252 |
Significant values are in bold.
