3D Point Cloud Generation on ShapeNet-vol 13 classes (test)
2.2471MMD (CD)DPM
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DPM2022.10 | 2.2471 | 2.0682 | 48.1 | 30.8 | 62.3 | 86.5 | |
| PVD2022.10 | 2.3715 | 1.465 | 48.9 | 53.1 | 58.65 | 57.85 | |
| train settype=reference2022.10 | 2.4375 | 1.4327 | 52.1 | 54.9 | 50.7 | 50.55 | |
| LIONtraining=many-class model2022.10 | 2.4572 | 1.4472 | 54.3 | 54.4 | 51.85 | 48.95 | |
| PointFlow2022.10 | 2.7653 | 2.0064 | 47.7 | 49.2 | 63.25 | 66.05 | |
| ShapeGF2022.10 | 2.883 | 1.8508 | 52 | 50.3 | 55.65 | 59 | |
| DPF-Net2022.10 | 3.1976 | 2.0731 | 48.1 | 52 | 67.1 | 64.75 | |
| PDGN2022.10 | 3.4032 | 2.3335 | 42.7 | 37.3 | 71.05 | 86 | |
| SetVAE2022.10 | 4.7381 | 2.9924 | 40.4 | 32.5 | 79.25 | 95.25 | |
| TreeGAN2022.10 | 5.4971 | 3.4242 | 32.7 | 25.5 | 96.8 | 96.6 |