most citedContextual Attention Modulation: Towards Efficient Multi-Task Adaptation in Large Language Models

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cs.CV2026

VISTA-Bench: Do Vision-Language Models Really Understand Visualized Text as Well as Pure Text?

Qing'an Liu, Juntong Feng, Yuhao Wang +6

Vision-Language Models (VLMs) have achieved impressive performance in cross-modal understanding across textual and visual inputs, yet existing benchmarks predominantly focus on pur…