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Paper · arXiv

DesignAgent3D: Interactive 3D Scene Editing via Designer-like Multimodal Reasoning

Text guided 3D scene editing provides an intuitive interface for modifying reconstructed environments, but remains difficult because natural language design requests are often semantically underspecified and must be grounded in cluttered 3D scenes. Existing methods typically formulate the task as one-shot conditional generation from a single prompt, failing to resolve ambiguous user intents or achieve precise spatial grounding. Consequently, they suffer from severe object localization drift, tracking failure under occlusions, and the notorious multi-view "sticker effect." To overcome these limitations, we present DesignAgent3D, an interactive multimodal agentic framework that reformulates...

AuthorsXiujin Liu, Tianyu Yang, Yilun Zhao et al.
Primary categorycs.CV
Published18 August 2026
Last updated at source18 August 2026
cs.CVcs.MA
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