most citedAutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery

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cs.CV2025

Do Vision-Language Models Measure Up? Benchmarking Visual Measurement Reading with MeasureBench

Fenfen Lin, Yesheng Liu, Haiyu Xu +7

Reading measurement instruments is effortless for humans and requires relatively little domain expertise, yet it remains surprisingly challenging for current vision-language models…