most citedAccelerating High-Efficiency Organic Photovoltaic Discovery via Pretrained Graph Neural Networks and Generative Reinforcement Learning

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cs.CL2025

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…