Grant D Murphy

MS student, University of Michigan - Ann Arbor

1 paper at NeurIPS 2025

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Poster Session 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges?

#1910 · Yunxiang Zhang, Muhammad Khalifa, Shitanshu Bhushan, Grant D Murphy, Lajanugen Logeswaran, Jaekyeom Kim, Moontae Lee, Honglak Lee, Lu Wang

We present MLRC-Bench, a dynamic benchmark designed to rigorously assess how well language agents address ML research challenges with objective, performance-based evaluations.