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👀 PixelEyes: Decoupling Perception and Reasoning for Pinpoint Visual Evidence Seeking

Project Page GitHub arXiv Pinpoint-Bench

PixelEyes enhances active visual search in MLLMs by delegating fine-grained localization to a specialized perception tool, thereby achieving efficient and accurate multi-turn visual reasoning.


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