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Vision Language Models still struggle to deeply understand text within images despite their success in general visual tasks

Vision Language Models (VLMs) have shown great success in general visual tasks, yet they still struggle to deeply understand text within images.
Computer Vision30 Aug 2026

http://arxiv.org/abs/2608.27154v1