MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents

Kunlun Zhu, Hongyi Du, Zhaochen Hong, Xiaocheng Yang, Shuyi Guo, Zhe Wang, Zhenhailong Wang, Cheng Qian, Xiangru Tang, Heng Ji, Jiaxuan You

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social deduction coordination

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@misc{zhu-2025-multiagentbench-evaluating-the,
  author = {Kunlun Zhu and Hongyi Du and Zhaochen Hong and Xiaocheng Yang and Shuyi Guo and Zhe Wang and Zhenhailong Wang and Cheng Qian and Xiangru Tang and Heng Ji and Jiaxuan You},
  title = {{MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents}},
  year = {2025},
  note = {ACL 2025},
  url = {https://arxiv.org/abs/2503.01935}
}