Stop Overvaluing Multi-Agent Debate -- We Must Rethink Evaluation and Embrace Model Heterogeneity

Hangfan Zhang, Zhiyao Cui, Jianhao Chen, Xinrun Wang, Qiaosheng Zhang, Zhen Wang, Dinghao Wu, Shuyue Hu

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BibTeX

@misc{zhang-2025-stop-overvaluing-multi,
  author = {Hangfan Zhang and Zhiyao Cui and Jianhao Chen and Xinrun Wang and Qiaosheng Zhang and Zhen Wang and Dinghao Wu and Shuyue Hu},
  title = {{Stop Overvaluing Multi-Agent Debate -- We Must Rethink Evaluation and Embrace Model Heterogeneity}},
  year = {2025},
  note = {arXiv preprint},
  url = {https://arxiv.org/abs/2502.08788}
}