Sayedhassan Khatoonabadi

Beyond synthetic benchmarks: evaluating LLM performance on real-world class-level python code generation

Large language models (LLMs) have advanced rapidly from well-studied function-level code generation to emerging repository-level approaches, yet this progression reveals a critical gap: class-level code generation, which is the fundamental building block connecting individual functions to complete repositories, remains...