A video-diffusion pipeline conditioned on geometry maps, followed by component-wise UV inpainting, produces more coherent and seam-free textures for 3D meshes than Text2Tex, Paint3D, and Meshy in the reported tests.
Align your latents: High-resolution video synthesis with la- tent diffusion models
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Consistent Zero-shot 3D Texture Synthesis Using Geometry-aware Diffusion and Temporal Video Models
A video-diffusion pipeline conditioned on geometry maps, followed by component-wise UV inpainting, produces more coherent and seam-free textures for 3D meshes than Text2Tex, Paint3D, and Meshy in the reported tests.