Evaluating LLMs on Real-World Software Performance Optimization

Ezgi Sarıkayak, Wenchao Gu, Hesham Ghonim +1

Software performance optimization is a notoriously complex and manual task. Despite the growing use of Large Language Models (LLMs) for code refinement, we still lack benchmarks th…