CELEUS: Certifiable and Efficient LLM Evaluation via E-Processes

Zhijian Zhou, Zesheng Ye, Zhaorun Chen +2

Can we trust evaluation scores to capture an LLM's true real-world performance? Certifiable evaluation answers this question by providing guarantee for LLM evaluation. In particula…