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ResearchOctober 26, 2026

PersonaScienceBench: Evaluating Scientific Agents with Diverse Simulated Researchers

arXiv:2610.32106v1 Announce Type: new Abstract: Scientific agents collaborate with researchers whose expertise and preferences differ, but benchmarks usually hold the collaborator fixed. We introduce PersonaScienceBench: 200 tasks from five benchmarks across four scientific…

Siyang Wu, Weizhi Zhang, Chen Yang, Esther Xu Fei, Jorin Overwiening, Xu Pan, Jing Tang, Yixuan He, Kelvin C. Mo, Peiwen Li, Defu Cao, Xu Hu, Haixin Wang, Taoran Li, Haoming Li, Zheyuan Deng, Jingwen Zhang, Pengsong Zhang, Haichao Zhang, Guangze Luo, Yi Daniel Lu, Zihuai He, Chenxi Qiu, Dianzhuo Wang, Zhejian Peng, Shushu Liang, Wenyi Lu, Yifan Wang, Jintao Huang, Yijun Wang, Xiaomin Li, Yuexing Hao·arXiv — cs.AI
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  • 01.arXiv:2610.32106v1 Announce Type: new Abstract: Scientific agents collaborate with researchers whose expertise and preferences differ, but benchmarks usually hold the collaborator fixed
  • 02.We introduce PersonaScienceBench: 200 tasks from five benchmarks across four scientific…

This material is provided as an extended analytical summary.

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