@article{howmanyvalidationlabelsdoyouneed,
  title = {How Many Validation Labels Do You Need? Exploring the Design Space of Label-Efficient Model Ranking},
  author = {Zhengyu Hu and Jieyu Zhang and Yue Yu and Yuchen Zhuang and Hui Xiong},
  year = {2023},
  eprint = {2312.01619},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2312.01619v3},
}