FML-bench: Benchmarking Machine Learning Agents for Scientific Research

Qiran Zou, Hou Hei Lam, Wenhao Zhao +7

Large language models (LLMs) have sparked growing interest in machine learning research agents that can autonomously propose ideas and conduct experiments. However, existing benchm…