Task
General
N
JoeLiu996/NatureBench
General · JoeLiu996· 258.3K
other
1.1 TB
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.
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mlforge datasets pull JoeLiu996/NatureBench
mlforge datasets pull JoeLiu996/NatureBench
Dataset details
Language
en
License
other
Size
1.1 TB
Rows / images
27
Creator
JoeLiu996
Downloads
258.3K
Source
huggingface_datasets
Updated
2026-07-09
About JoeLiu996/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.