Information Retrieval on FiQA benign retrieval
79Success Rate (SR)No Defense
Evaluation Results
| Method | Links | |
|---|---|---|
| No DefenseRetriever=Multilingual E52025.12 | 79 | |
| RAGMaskRetriever=Multilingual E5, m=12025.12 | 67 | |
| No DefenseRetriever=GTE Large2025.12 | 64 | |
| RAGPartRetriever=Multilingual E5, N=5, k=32025.12 | 60 | |
| No DefenseRetriever=Contriever2025.12 | 58 | |
| RAGPartRetriever=Multilingual E5, N=5, k=12025.12 | 53 | |
| RAGMaskRetriever=GTE Large, m=12025.12 | 47 | |
| RAGPartRetriever=GTE Large, N=5, k=32025.12 | 43 | |
| RAGMaskRetriever=Contriever, m=12025.12 | 41 | |
| RAGPartRetriever=Contriever, N=5, k=32025.12 | 36 | |
| No DefenseRetriever=ANCE2025.12 | 33 | |
| RAGPartRetriever=Contriever, N=5, k=12025.12 | 31 | |
| RAGPartRetriever=GTE Large, N=5, k=12025.12 | 28 | |
| RAGMaskRetriever=ANCE, m=12025.12 | 20 | |
| RAGPartRetriever=ANCE, N=5, k=32025.12 | 17 | |
| RAGPartRetriever=ANCE, N=5, k=12025.12 | 15 |