RAG Utility Evaluation on ArguAna
55.6Hit RateCleanBase
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CleanBaseDefense=CleanBase2026.05 | 55.6 | 55.6 | 71.2 | |
| CleanBase + MetaSecAlignDefense=CleanBase + MetaSecAlign2026.05 | 55.6 | 55.6 | 78.7 | |
| No DefenseDefense=No Defense2026.05 | 55.4 | 55.4 | 68.9 | |
| MetaSecAlignDefense=MetaSecAlign2026.05 | 55.4 | 55.4 | 69 | |
| DataSentinelDefense=DataSentinel2026.05 | 50 | 50 | 68.3 | |
| PromptGuardDefense=PromptGuard2026.05 | 46.4 | 46.4 | 68.4 | |
| TrustRAGDefense=TrustRAG2026.05 | 41.4 | 41.4 | 69.7 |