Intro

This chapter presents SWE Polybench, a new benchmark for evaluating AI coding agents across various programming languages like Java and Python. It highlights the benchmark's real-world scenarios and leaderboard features that measure AI models' effectiveness in coding tasks such as bug fixing and refactoring.

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