DeepSeek — Field Evidence

Rethinking Code Performance Benchmarks for LLMs — Many function-level performance benchmarks have been proposed to evaluate whether large language models (LLMs) can generate efficient programs. However, results on these benchmarks often show that LLM-generated implementations hav