Importance Sampling is All You Need: Predict LLM's performance on new benchmark by reusing existing benchmark

Junjie Shi, Wei Ma, Shi Ying +3

With the rapid advancement of large language models , code generation has become a key benchmark for evaluating LLM capabilities. However, existing benchmarks face two major challe…