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When Charts Deceive Web Agents: A Paired Benchmark for Misleading Visualization-Grounded Tasks

arXiv:2610.12823v1 Announce Type: new Abstract: Web agents increasingly browse, interpret, and act on web content on behalf of users. In many realistic workflows, however, the visual evidence they consume is not neutral: charts and dashboards can be misleading, shaping judgments without issuing any…

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  1. 2026-10-12 04:00 · arXiv cs.CL
    When Charts Deceive Web Agents: A Paired Benchmark for Misleading Visualization-Grounded Tasks

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