Point Cloud Generation On Shapenet Car
評価指標
1-NNA-CD
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | 1-NNA-CD | Paper Title | Repository |
|---|---|---|---|
| SoftPointFlow | 62.63 | SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds | - |
| LION | 54.81 | LION: Latent Point Diffusion Models for 3D Shape Generation | - |
| PointFlow | 60.65 | PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows | - |
| DiT-3D | 51.04 | DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation | - |
| SetVAE | 59.66 | SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data | - |
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