Reference-image-driven texturing with instance-level control produces sharper, more artifact-free 3D scene textures than text-based approaches, making it practical for professional 3D scene editing.
CustomTex generates high-quality textures for 3D indoor scenes by taking reference images and applying them to specific objects. Unlike text-based methods, it uses a dual-distillation approach to ensure textures match reference images precisely while maintaining visual quality and avoiding artifacts.