AI-Driven Exploration
Build and Optimize your machine learning pipeline with AIDE, the LLM-powered code optimization Agent.
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AIDE: Our Open-Source Agent for Autonomous R&D
| Agent | Valid Submission (%) | Above Median (%) | Gold (%) | Any Medal (%) |
|---|---|---|---|---|
| AIDE | 82.8 | 29.4 | 9.4 | 16.9 |
| MLAB | 44.3 | 1.9 | 0.8 | 0.8 |
| OpenHands | 52 | 7.1 | 2.7 | 4.4 |
State of the Art Machine Learning Engineering
Independent evaluations from OpenAI's MLE-bench show AIDE delivering 4× more medals than follow-up agents across 75 Kaggle Competitions.
Human Level AI R&D
Under independent METR's time-constrained tests, AIDE outperformed human AI scientists in AI R&D within a 6-hour timeframe.
Open & Evolving
Explore the GitHub repo or our paper to play with AIDE and dive deeper into our approach. Or, join the waitlist for our cloud-hosted version.