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Jing-Wen Zhang

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#artificial intelligence Preprint Oct 2026

PersonaScienceBench: Evaluating Scientific Agents with Diverse Simulated Researchers

PersonalityScienceBench evaluates how agents collaborate with diverse researchers alongside whether they complete the task, and across eighteen modelconfigurations, task performance, fact recovery, and self-repetition reveal different strengths.

Si-Yang Wu, Wei-Zhi Zhang, Chen Yang et al. · 0 citations
Preprint Oct 2026

SciFigBench: A Benchmark for Scientific Method Figure Understanding

Scientific method figures often provide researchers with a clear visual entry point into a paper's methodology and core contributions, yet their dense layouts and complex information flows are difficult for Vision Language Models (VLMs) to interpret. Existing benchmarks predominantly focus on coarse-grained tasks, such...

Li-Jian Wu, Zheng Li, Yuxuan Liu et al. · 0 citations

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