Adaptive Testing for LLM Evaluation: A Psychometric Alternative to Static Benchmarks

Peiyu Li, Xiuxiu Tang, Si Chen +4

Evaluating large language models (LLMs) typically requires thousands of benchmark items, making the process expensive, slow, and increasingly impractical at scale. Existing evaluat…