RAG Utility Evaluation on HotpotQA
81Hit RateNo Defense
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| No DefenseDefense=No Defense2026.05 | 81 | 51.7 | 68.5 | |
| MetaSecAlignDefense=MetaSecAlign2026.05 | 81 | 51.7 | 67.5 | |
| CleanBaseDefense=CleanBase2026.05 | 80.2 | 51.3 | 68.5 | |
| CleanBase + MetaSecAlignDefense=CleanBase + MetaSecAlign2026.05 | 80.2 | 51.3 | 67.3 | |
| PromptGuardDefense=PromptGuard2026.05 | 65.2 | 39.5 | 63.4 | |
| TrustRAGDefense=TrustRAG2026.05 | 60.4 | 35.7 | 60.3 |