SWE-PolyBench
First page
Paper summary
SWE-PolyBench is a new multi-language benchmark for evaluating coding agents on real-world software tasks across Java, JavaScript, TypeScript, and Python. It introduces execution-based assessments, syntax tree metrics, and reveals that current agents struggle with complex tasks and show inconsistent performance across languages.