Do Benchmarks Underestimate LLM Performance? Evaluating Hallucination Detection With LLM-First Human-Adjudicated Assessment. - I. F. Atasoy; Begum Mutlu; Ebru Akcapinar Sezer; A. Wahdan (CoRR, 2026)