MLReplicate: Benchmarking Autonomous Research Systems for Machine Learning Reproducibility
Published: | at 02:00 AM MLReplicate is an end-to-end benchmark evaluating autonomous research systems on machine learning reproducibility, constructed from ICML 2025 outstanding papers and assessing 6 state-of-the-art AI research systems.
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