Paper | Code | 1-NNA-CD | MMD-CD | CD | EMD | 1-NNA-EMD | ModelName | ReleaseDate |
---|---|---|---|---|---|---|---|---|
DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation | ✓ Link | 51.99 | 54.76 | 57.37 | DiT-3D | 2023-07-04 | ||
LION: Latent Point Diffusion Models for 3D Shape Generation | ✓ Link | 52.07 | 48.67 | LION | 2022-10-12 | |||
SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data | ✓ Link | 58.76 | 2.55 | SetVAE | 2021-03-29 | |||
SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds | ✓ Link | 59.95 | SoftPointFlow | 2020-06-08 | ||||
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows | ✓ Link | 60.88 | 2.42 | PointFlow | 2019-06-28 |