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- # KVG-Bench
 
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  <a href='https://deepperception-kvg.github.io/'><img src='https://img.shields.io/badge/Project-Page-Green'></a>
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  <a href='https://github.com/MaxyLee/DeepPerception'><img src='https://img.shields.io/badge/Github-Page-Green'></a>
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  This is the official repository of **KVG-Bench**, a comprehensive benchmark of Knowledge-intensive Visual Grounding (KVG) spanning 10 categories with 1.3K manually curated test cases.
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+ # DeepPerception: Advancing Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding
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+ Xinyu Ma, Ziyang Ding, Zhicong Luo, Chi Chen, Zonghao Guo, Derek F. Wong, Xiaoyi Feng, Maosong Sun
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  <a href='https://deepperception-kvg.github.io/'><img src='https://img.shields.io/badge/Project-Page-Green'></a>
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  <a href='https://github.com/MaxyLee/DeepPerception'><img src='https://img.shields.io/badge/Github-Page-Green'></a>
 
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  This is the official repository of **KVG-Bench**, a comprehensive benchmark of Knowledge-intensive Visual Grounding (KVG) spanning 10 categories with 1.3K manually curated test cases.
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