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2510.17771
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Seeing but Not Believing: Probing the Disconnect Between Visual Attention and Answer Correctness in VLMs
20 October 2025
Zhining Liu
Ziyi Chen
Hui Liu
Chen Luo
Xianfeng Tang
Suhang Wang
Joy Zeng
Zhenwei Dai
Zhan Shi
Tianxin Wei
Benoit Dumoulin
Hanghang Tong
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"Seeing but Not Believing: Probing the Disconnect Between Visual Attention and Answer Correctness in VLMs"
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