RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors

no code implementations • 13 May 2024 • Liam Dugan, Alyssa Hwang, Filip Trhlik, Josh Magnus Ludan, Andrew Zhu, Hainiu Xu, Daphne Ippolito, Chris Callison-Burch

However, very few of these detectors are evaluated on shared benchmark datasets and even when they are, the datasets used for evaluation are insufficiently challenging -- lacking variations in sampling strategy, adversarial attacks, and open-source generative models.

Adversarial Robustness Text Detection