RAGScope: A Leakage-Controlled, Cost-Aware Evidence-Gating Protocol for RAG Hallucination Triage

Researchers present RAGScope, a protocol for evaluating evidence gates in retrieval-augmented generation (RAG) systems. The protocol enhances gate performance, achieving 0.798 AUROC and 0.660 average precision on three RAGTruth tasks, and reduces runtime to 6.22 ms/example. However, calibration in the target domain is necessary for optimal performance.

RSS Score 0 10/1/2026, 4:00:00 AM Original Source
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