@article{balancedaccuracytherightmetricforevaluat,
  title = {Balanced Accuracy: The Right Metric for Evaluating LLM Judges -- Explained through Youden's J statistic},
  author = {Stephane Collot and Colin Fraser and Justin Zhao and William F. Shen and Timon Willi and Ilias Leontiadis},
  year = {2025},
  eprint = {2512.08121},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.08121},
}