MLE-bench: A Benchmark for Assessing AI Agents in Machine Learning Engineering Tasks
MLE-bench is a benchmark created to evaluate the effectiveness of AI agents in performing machine learning engineering tasks, measuring their capability across real-world ML engineering scenarios.