ML-Bench

Please concatenate all the content of README files in the repo, while we only provide the link of README file in root for each repository in the ML-Bench. You can find README crawler and BM25 retrieval 'script' in our github

Papers using ML-Bench (5)

iML: Executable, Problem-Grounded, and Broadly Exploratory Code-Driven AutoML2026KAPSO: A Knowledge-grounded framework for Autonomous Program Synthesis and Optimization2026AutoMLGen: Navigating Fine-Grained Optimization for Coding Agents2025ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code2023 · 2 citesML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks2023