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Imagine3D-LLM: Teaching MLLMs to Imagine 3D Scenes Before Answering

29 Sep 2026

Reasoning about the 3D world from multi-view images remains a fundamental challenge for Multimodal Large Language Models (MLLMs). While modern MLLMs handle single-image inputs effectively, they struggle to integrate evidence across viewpoints into a coherent 3D understanding.

3D Reconstruction 3D understanding Language Modeling

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