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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: mit
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+ tags:
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+ - Multimodal Large Language Model (MLLM)
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+ - Visual Grounding
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+ - Reinforcement Fine-tuning
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+ ---
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+
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+ # UniVG-R1 Model Card
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+ <a href='https://amap-ml.github.io/UniVG-R1-page/'><img src='https://img.shields.io/badge/Project-Page-Green'></a>
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+ <a href='https://arxiv.org/abs/2505.14231'><img src='https://img.shields.io/badge/Paper-Arxiv-red'></a>
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+
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+ ## Model details
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+ We propose UniVG-R1, a reasoning-guided MLLM for universal visual grounding, which leverages reinforcement learning to enhance reasoning across complex multi-image and multi-modal scenarios.