@article{cheatingautomaticllmbenchmarksnullmodels,
  title = {Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates},
  author = {Xiaosen Zheng and Tianyu Pang and Chao Du and Qian Liu and Jing Jiang and Min Lin},
  year = {2024},
  eprint = {2410.07137},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2410.07137v2},
}