HalluMix: A Task-Agnostic, Multi-Domain Benchmark for Real-World Hallucination Detection

Deanna Emery, Michael Goitia, Freddie Vargus +1

As large language models (LLMs) are increasingly deployed in high-stakes domains, detecting hallucinated content$\unicode{x2013}$text that is not grounded in supporting evidence$\u…