Scientific and ML agents
MLE-bench
Machine-learning engineering on Kaggle-derived competitions.
About MLE-bench
What it measures
Competition scores / medal-level attainment under the official protocol.
Scope & limitations
Heavy compute and competition-specific terms; the repository currently pauses new leaderboard submissions while revising fairness checks.
Evaluation environment
Dataset downloads, compute budget and training/code agent.