MLE-Bench

Papers using MLE-Bench (6)

MARS: Modular Agent with Reflective Search for Automated AI Research2026AIBuildAI: An AI Agent for Automatically Building AI Models2026iML: Executable, Problem-Grounded, and Broadly Exploratory Code-Driven AutoML2026Toward Ultra-Long-Horizon Agentic Science: Cognitive Accumulation for Machine Learning Engineering2026ArchPilot: A Proxy-Guided Multi-Agent Approach for Machine Learning Engineering2025ML-Master: Towards AI-for-AI via Integration of Exploration and Reasoning2025