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ResearchFormerly WizWand

RAG Utility Evaluation on FiQA

49.4Hit RateNo Defense
46.48847.2444848.756May 1, 2026
Updated 6mo ago

Evaluation results

MethodLinks
No DefenseDefense=No Defense2026.0549.423.875.7
MetaSecAlignDefense=MetaSecAlign2026.0549.423.875.2
CleanBaseDefense=CleanBase2026.0549.423.874.9
CleanBase + MetaSecAlignDefense=CleanBase + MetaSecAlign2026.0549.423.878.3
DataSentinelDefense=DataSentinel2026.0548.923.274.8
TrustRAGDefense=TrustRAG2026.0548.323.168.1
PromptGuardDefense=PromptGuard2026.0546.622.275