arxivcs.CLcs.AI2026-07-31
ARB: A Matched Authorship-Rewriting Benchmark Dataset for AI-Text Detector Evaluation
Gaetano Perrone, Simon Pietro Romano
Standard AI-text detection benchmarks compare human-written text against text generated directly by large language models (LLMs). While prior work has shown that rewriting and paraphrasing can degrade detector performance, it remains unclear whether performance measured on this c…