DeltaML-Bench: Evaluating Machine Learning Agents on Real-World Research Repositories

Josias Moukpe, Priyanka Aryal, Matthew Kenney

Autonomous agents for machine learning experimentation must navigate heterogeneous repositories, repair training pipelines, and evaluate candidate improvements under realistic comp…