Point Cloud Generation on ShapeNet Chair
Metric: 1-NNA-CD (higher is better)
Metric: 1-NNA-CD (higher is better)
| # | Model↕ | 1-NNA-CD▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PointFlow | 60.88 | No | PointFlow: 3D Point Cloud Generation with Contin... | 2019-06-28 | Code |
| 2 | SoftPointFlow | 59.95 | No | SoftFlow: Probabilistic Framework for Normalizin... | 2020-06-08 | Code |
| 3 | SetVAE | 58.76 | No | SetVAE: Learning Hierarchical Composition for Ge... | 2021-03-29 | Code |
| 4 | LION | 52.07 | No | LION: Latent Point Diffusion Models for 3D Shape... | 2022-10-12 | Code |
| 5 | DiT-3D | 51.99 | No | DiT-3D: Exploring Plain Diffusion Transformers f... | 2023-07-04 | Code |