@article{researchcodebenchbenchmarkingllmson,
  title = {ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code},
  author = {Tianyu Hua and Harper Hua and Violet Xiang and Benjamin Klieger and Sang T. Truong and Weixin Liang and Fan-Yun Sun and Nick Haber},
  year = {2025},
  eprint = {2506.02314},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.02314v1},
}