| Direct3D-S2: Gigascale 3D Generation Made Easy with Spatial Sparse Attention | May 23, 2025 | 3D Generation3D geometry | CodeCode Available | 5 |
| TripoSG: High-Fidelity 3D Shape Synthesis using Large-Scale Rectified Flow Models | Feb 10, 2025 | 3D Generation3D Reconstruction | CodeCode Available | 5 |
| OctFusion: Octree-based Diffusion Models for 3D Shape Generation | Aug 27, 2024 | 3D Generation3D Shape Generation | CodeCode Available | 3 |
| Unleashing Vecset Diffusion Model for Fast Shape Generation | Mar 20, 2025 | 3D Generation3D Shape Generation | CodeCode Available | 3 |
| Deep Generative Models on 3D Representations: A Survey | Oct 27, 2022 | 3D-Aware Image Synthesis3D Shape Generation | CodeCode Available | 3 |
| Pandora3D: A Comprehensive Framework for High-Quality 3D Shape and Texture Generation | Feb 20, 2025 | 3D Shape GenerationTexture Synthesis | CodeCode Available | 3 |
| Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer | May 23, 2024 | 3D Generation3D Reconstruction | CodeCode Available | 3 |
| OctGPT: Octree-based Multiscale Autoregressive Models for 3D Shape Generation | Apr 14, 2025 | 3D Shape Generation | CodeCode Available | 2 |
| DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation | Jul 4, 2023 | 3D Shape GenerationDenoising | CodeCode Available | 2 |
| LION: Latent Point Diffusion Models for 3D Shape Generation | Oct 12, 2022 | 3D Generation3D Shape Generation | CodeCode Available | 2 |
