@article{mlrbenchevaluatingaiagentsonopenended,
  title = {MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research},
  author = {Hui Chen and Miao Xiong and Yujie Lu and Wei Han and Ailin Deng and Yufei He and Jiaying Wu and Yibo Li and Yue Liu and Bryan Hooi},
  year = {2025},
  eprint = {2505.19955},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.19955v1},
}