Point Cloud Generation on ShapeNet Airplane
87.31-NNA (CD)1-GAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| 1-GANSampling Time (s)=0.032022.12 | 87.3 | 93.95 | |
| ShapeGFSampling Time (s)=0.342022.12 | 80 | 76.17 | |
| DPMSampling Time (s)=22.82022.12 | 76.42 | 86.91 | |
| PVD-DDIMSampling Time (s)=3.15, Sampling steps (N)=1002022.12 | 76.21 | 69.84 | |
| SoftFlowSampling Time (s)=0.122022.12 | 76.05 | 65.8 | |
| PointFlowSampling Time (s)=0.272022.12 | 75.68 | 70.74 | |
| SetVAESampling Time (s)=0.032022.12 | 75.31 | 77.65 | |
| DPF-NetSampling Time (s)=0.332022.12 | 75.18 | 65.55 | |
| PVDSampling Time (s)=29.9, Sampling steps (N)=10002022.12 | 73.82 | 64.81 | |
| PSFSampling Time (s)=0.042022.12 | 71.11 | 61.09 |