Provable Joint Decontamination for Benchmarking Multiple Large Language Models

Zhenlong Liu, Hao Zeng, Hongxin Wei

Benchmark data contamination has become a central challenge in LLM evaluation: when evaluation examples appear in the training data of one or more audited models, reported performa…