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University of Wisconsin-Madison
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Rare word combinations expose a critical flaw in scene text recognition systems that scaling up models alone cannot fix.
Vision-language models are often blind to visual evidence, with up to 97% of samples showing a striking insensitivity that undermines their effectiveness.