Xpertbench: Expert Level Tasks with Rubrics-Based Evaluation.

Ziyun Huang 0003 ByteDance Seed Ziyun Huang Ziyun Huang 0001 Penn State Erie, The Behrend College, Department of Computer Science and Software Engineering, Erie, PA, USA State University of New York, Department of Computer Science and Engineering, Buffalo, NY, USA https://behrend.psu.edu/person/ziyun-huang-phd https://scholar.google.com/citations?user=1MPrmtEAAAAJ https://mathgenealogy.org/id.php?id=284571 https://openreview.net/profile?id=~Ziyun_Huang1 https://orcid.org/0000-0003-3484-7907 https://orcid.org/0000-0003-0492-6380 Ziyun Huang 0002 https://orcid.org/0000-0001-5355-6086 Wuhan Institute of Technology, Wuhan, China Ziyun Huang 0004 https://orcid.org/0000-0002-2290-0427 Chongqing University, Chongqing, China Ziyun Huang 0005 Shanghai University, School of Computer Engineering and Science, China

Xue Liu Xin Ma Yuxin Ma Yongchang Peng Duo Wang Zhoufutu Wen Ge Zhang 0009 Kaiyuan Zhang Xinyu Chen Yida Ding Tianci He Jiani Hou Liang Hu Ziyun Huang 0003 Yongzhe Hui Jianpeng Jiao Chennan Ju Yingru Kong Yiran Li Jiashuo Liu Mengyun Liu Luyao Ma Fei Ni Yiqing Ni Pengbo Niu Yueyan Qiu Yanle Ren Xinyu Shen Zilin Shi Zaiyuan Wang Wenjie Yue Chun Zhang Shiyu Zhang Xinyi Zhang Kaiwen Zhao Zhenwei Zhu Shanshan Wu Qi Zhao Wenhao Huang 0001 Xpertbench: Expert Level Tasks with Rubrics-Based Evaluation. 2026 April abs/2604.02368 CoRR https://doi.org/10.48550/arXiv.2604.02368 db/journals/corr/corr2604.html#abs-2604-02368 streams/journals/corr

Xinyu Chen Yida Ding Tianci He Jiani Hou Liang Hu Wenhao Huang 0001 Yongzhe Hui Jianpeng Jiao Chennan Ju Yingru Kong Yiran Li Jiashuo Liu Mengyun Liu Xue Liu Luyao Ma Xin Ma Yuxin Ma Fei Ni Yiqing Ni Pengbo Niu Yongchang Peng Yueyan Qiu Yanle Ren Xinyu Shen Zilin Shi Duo Wang Zaiyuan Wang Zhoufutu Wen Shanshan Wu Wenjie Yue Chun Zhang Ge Zhang 0009 Kaiyuan Zhang Shiyu Zhang Xinyi Zhang Kaiwen Zhao Qi Zhao Zhenwei Zhu