NatureBench JoeLiu996
Dataset Card for NatureBench NatureBench is a cross-discipline benchmark of 27 tasks distilled from peer-reviewed Nature-family publications, spanning 6 scientific domains. It is designed to evaluate whether AI coding agents can move beyond reproduction toward discovery: each task asks an agent to solve a real scientific machine-learning problem and is scored against the source paper's reported state of the art. 📄 arXiv paper: https://arxiv.org/abs/2606.24530 💻 GitHub code… See the full description on the dataset page: https://huggingface.co/datasets/JoeLiu996/NatureBench.
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README
--- language: - en license: other license_name: mit-with-third-party-data license_link: LICENSE pretty_name: NatureBench size_categories: - n<1K tags: - coding-agents - benchmark - scientific-machine-learning - nature configs: - config_name: default data_files: - split: train path: manifest.jsonl -…