#repository-level optimization21/07/2025
TikTok Launches SWE-Perf: Benchmarking LLMs for Real-World Code Performance Optimization
TikTok researchers have launched SWE-Perf, the pioneering benchmark designed to assess LLMs' ability to optimize code performance across entire repositories, revealing current AI limitations compared to human experts.