3D Generation
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Benchmarks
Most implemented
Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following
Text-to-Image Rectified Flow as Plug-and-Play Priors
MVDream: Multi-view Diffusion for 3D Generation
ZipTok3D: High-Fidelity 3D Tokenization with Compact Token Prefixes
CraftsMan3D: High-fidelity Mesh Generation with 3D Native Generation and Interactive Geometry Refiner
Block3D: Efficient Text-to-3D Generation via Block-Wise Diffusion
Papers
SNAP3D: Physically Grounded 3D Parts for Assembly from a Single Image
Part-aware 3D asset generation enables applications such as editing, articulation, simulation, and fabrication, yet existing methods can generate visually complete individual parts without ensuring that they form a valid…
3D GenerationGuiding Image-to-3D Generation with Test-Time Partial Observations
Image-to-3D models can generate visually compelling 3D assets from a single RGB image, but their geometry is often only loosely constrained by the available observations, limiting their use in applications that require g…
3D GenerationZipTok3D: High-Fidelity 3D Tokenization with Compact Token Prefixes
Compact token sequences are essential for efficient 3D generation. However, existing 3D tokenizers typically organize latent representations either over spatial regions or as fixed-size sets of global tokens, both suffer…
3D GenerationCyc3D: Evaluating Cyclic Structural Stability and Asset Usability in Image-to-3D Generation
Image-conditioned 3D generation has advanced rapidly, yet existing evaluation protocols largely judge rendered-view plausibility and semantic alignment, overlooking whether a generator forms a stable 3D interpretation an…
3D GenerationLuce: Relightable Gaussians for 3D Asset Generation
High-fidelity image-to-3D generation requires a 3D representation that captures both geometry and appearance. To support relighting and integration into standard rendering pipelines, the representation should include phy…
3D GenerationBlock3D: Efficient Text-to-3D Generation via Block-Wise Diffusion
While text-to-3D generation has advanced rapidly, achieving high geometric fidelity at low inference cost remains challenging. Existing text-to-3D methods either decode discrete shape tokens autoregressively or iterative…
3D Generation