Point Cloud Generation On Shapenet Airplane
Metrics
1-NNA-CD
Results
Performance results of various models on this benchmark
Model Name | 1-NNA-CD | Paper Title | Repository |
|---|---|---|---|
| SoftPointFlow | 70.92 | SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds | |
| DiT-3D | 62.35 | DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation | |
| PointFlow | 75.68 | PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows | |
| LION | 53.47 | LION: Latent Point Diffusion Models for 3D Shape Generation | |
| SetVAE | 75.31 | SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data |
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