OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios 事件

OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios arXiv:2606.06959v1 Announce Type: new Abstract: Hallucination detection is essential for the reliable deployment of large language models (LLMs). However, existing evaluations face two core challenges: inconsistent inference configuration and evaluation, and limited coverage of downstream domains and tasks. Consequently, reported detector performance is often difficult to compare, reproduce, and gene