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Jia-Qi Wang

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#artificial intelligence Preprint Sep 2026

SciDocBench: A Workflow-Centered Benchmark and Data Pipeline for Scientific Document Understanding

Scientific papers require models to reason jointly over text, equations, figures, tables, code, and datasets while preserving the provenance of supporting evidence. Existing benchmarks typically evaluate these capabilities in isolation, leaving unclear whether multimodal models can support realistic scientific-reading...

Shenxi Wu, Yu-Hong Liu, Hao-Song Zhang et al. · 0 citations

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