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cs.HC2026

Do MLLMs See What We See? Analyzing Visualization Literacy Barriers in AI Systems

Mengli, Duan, Yuhe +3

Multimodal Large Language Models (MLLMs) are increasingly used to interpret visualizations, yet little is known about why they fail. We present the first systematic analysis of bar…