Conference paper · 2025
ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code
| Venue | Advances in Neural Information Processing Systems |
|---|---|
| DOI | 10.52202/085713-4687 |
| URL | https://proceedings.neurips.cc/paper_files/paper/2025/file/cd0d0a873cc3e601c76f46dccc3d4c5f-Paper-Datasets_and_Benchmarks_Track.pdf |
| Topics | ReplicHAI / Agentic reproduction: systems & benchmarks |
| Tags | replichai |
| citationKey | hua2025researchcodebench |
| libraryCatalog | background/agentic-systems/refs.bib |
| volume | 38, Main Conference |
BibTeX
@inproceedings{hua2025researchcodebench,
title = {{ResearchCodeBench}: {Benchmarking} {LLMs} on {Implementing} {Novel} {Machine} {Learning} {Research} {Code}},
volume = {38, Main Conference},
url = {https://proceedings.neurips.cc/paper_files/paper/2025/file/cd0d0a873cc3e601c76f46dccc3d4c5f-Paper-Datasets_and_Benchmarks_Track.pdf},
doi = {10.52202/085713-4687},
booktitle = {Advances in {Neural} {Information} {Processing} {Systems}},
author = {Hua, Tianyu and Hua, Harper and Xiang, Violet and Klieger, Benjamin and Truong, Sang and Liang, Weixin and Sun, Fan-Yun and Haber, Nick},
year = {2025},
keywords = {replichai},
}