Hugging Face uses agents to reproduce more than 2,200 ICML papers
What We Learned by Reproducing 2,200 papers from ICML
What happened
Hugging Face ran the ICML 2026 Open Reproduction Challenge from July 15 to August 2. A community of 1,221 used coding agents such as Claude Code, Codex, and Cursor to reproduce papers, publishing 6,816 Trackio logbooks covering 2,226 papers—about 34% of all papers at the conference.
Why it matters
Hugging Face has published reproduction results and adjudication data for more than 2,200 ICML papers, offering a view of the limits of agents in scientific reproduction.
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