RAG Poisoning Detection on NQ
98.97True Positive Rate (TPR)TRACE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TRACEModel=Llama-3.1-8B2026.06 | 98.97 | 1.21 | |
| TRACEModel=Qwen-3.5-4B2026.06 | 98.97 | 9.11 | |
| RAGForensicsModel=Qwen-3.5-4B2026.06 | 98.97 | 17.19 | |
| TRACEModel=Phi-4-mini2026.06 | 98.97 | 1.06 | |
| RAGForensicsModel=Llama-3.1-8B2026.06 | 95.88 | 9.03 | |
| RAGForensicsModel=Phi-4-mini2026.06 | 91.75 | 5.82 |