@misc{2602-00685,
  title = {{HumanStudy-Bench: Towards AI Agent Design for Participant Simulation}},
  author = {Xuan Liu and Haoyang Shang and Zizhang Liu and Xinyan Liu and Yunze Xiao and Yiwen Tu and Haojian Jin},
  year = {2026},
  howpublished = {arXiv:2602.00685},
  url = {https://arxiv.org/abs/2602.00685}
}