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 | 51.04 | 56.15 | 50.86 | DiT-3D | 2023-07-04 | ||
LION: Latent Point Diffusion Models for 3D Shape Generation | ✓ Link | 54.81 | 50.53 | LION | 2022-10-12 | |||
SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data | ✓ Link | 59.66 | 0.88 | SetVAE | 2021-03-29 | |||
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows | ✓ Link | 60.65 | 0.91 | PointFlow | 2019-06-28 | |||
SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds | ✓ Link | 62.63 | SoftPointFlow | 2020-06-08 |