Zhengzhao Ma

Beyond Correctness: Benchmarking Multi-dimensional Code Generation for Large Language Models

2024 · arXiv (Cornell University)

In recent years, researchers have proposed numerous benchmarks to evaluate the impressive coding capabilities of large language models (LLMs). However, current benchmarks primarily assess the accuracy of LLM-generated code, while neglecting other critical dimensions that …