@misc{peng2026herculeanagenticbenchmarkfinancial,
  title = {{Herculean}: An Agentic Benchmark for Financial Intelligence},
  author = {Xueqing Peng and
    Zhuohan Xie and
    Yupeng Cao and
    Haohang Li and
    Lingfei Qian and
    Yan Wang and
    Vincent Jim Zhang and
    Huan He and
    Xuguang Ai and
    Linhai Ma and
    Ruoyu Xiang and
    Yueru He and
    Yi Han and
    Shuyao Wang and
    Yuqing Guo and
    Mingyang Jiang and
    Yilun Zhao and
    Youzhong Dong and
    Xiaoyu Wang and
    Yankai Chen and
    Ye Yuan and
    Qiyuan Zhang and
    Fuyuan Lyu and
    Haolun Wu and
    Yonghan Yang and
    Zichen Zhao and
    Yuyang Dai and
    Fan Zhang and
    Rania Elbadry and
    Ayesha Gull and
    Muhammad Usman Safder and
    Nuo Chen and
    Fengbin Zhu and
    Tianshi Cai and
    Zimu Wang and
    Polydoros Giannouris and
    Yuechen Jiang and
    Zhiwei Liu and
    Mohsinul Kabir and
    Yuyan Wang and
    Yixiang Zheng and
    Yangyang Yu and
    Weijin Liu and
    Wenbo Cao and
    Anke Xu and
    Peng Lu and
    Jerry Huang and
    Mingquan Lin and
    Prayag Tiwari and
    Yijia Zhao and
    Víctor Gutiérrez-Basulto and
    Xiao-Yang Liu and
    Kaleb E Smith and
    Jiahuan Pei and
    Arman Cohan and
    Jimin Huang and
    Yuehua Tang and
    Alejandro Lopez-Lira and
    Xi Chen and
    Xue Liu and
    Junichi Tsujii and
    Jian-Yun Nie and
    Sophia Ananiadou},
  year = {2026},
  eprint = {2605.14355},
  archivePrefix = {arXiv},
  primaryClass = {cs.AI},
  url = {https://arxiv.org/abs/2605.14355}
}