RAG Utility Evaluation on NQ
52.2Hit RateNo Defense
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| No DefenseDefense=No Defense2026.05 | 52.2 | 48.4 | 79.6 | |
| MetaSecAlignDefense=MetaSecAlign2026.05 | 52.2 | 48.4 | 80.6 | |
| CleanBaseDefense=CleanBase2026.05 | 52.2 | 48.4 | 79 | |
| CleanBase + MetaSecAlignDefense=CleanBase + MetaSecAlign2026.05 | 52.2 | 48.4 | 81 | |
| PromptGuardDefense=PromptGuard2026.05 | 48.2 | 43.6 | 78 | |
| TrustRAGDefense=TrustRAG2026.05 | 39.4 | 36 | 71.1 |