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VEGA-3D: Teaching multimodal LLMs spatial reasoning through video generation

A plug-and-play framework extracts implicit 3D priors from video diffusion models to enhance multimodal LLMs with spatial reasoning capabilities, enabling improved geometric scene understanding and embodied decision-making without explicit 3D supervision.

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