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ResearchFormerly WizWand

Information Retrieval on FiQA benign retrieval

79Success Rate (SR)No Defense
12.4429.724764.28Dec 30, 2025
Updated 8mo ago

Evaluation results

MethodLinks
No DefenseRetriever=Multilingual E52025.1279
RAGMaskRetriever=Multilingual E5, m=12025.1267
No DefenseRetriever=GTE Large2025.1264
RAGPartRetriever=Multilingual E5, N=5, k=32025.1260
No DefenseRetriever=Contriever2025.1258
RAGPartRetriever=Multilingual E5, N=5, k=12025.1253
RAGMaskRetriever=GTE Large, m=12025.1247
RAGPartRetriever=GTE Large, N=5, k=32025.1243
RAGMaskRetriever=Contriever, m=12025.1241
RAGPartRetriever=Contriever, N=5, k=32025.1236
No DefenseRetriever=ANCE2025.1233
RAGPartRetriever=Contriever, N=5, k=12025.1231
RAGPartRetriever=GTE Large, N=5, k=12025.1228
RAGMaskRetriever=ANCE, m=12025.1220
RAGPartRetriever=ANCE, N=5, k=32025.1217
RAGPartRetriever=ANCE, N=5, k=12025.1215