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ResearchFormerly WizWand

Information Retrieval on Natural Questions (NQ) benign retrieval

94SR (%)No Defense
14.9635.485676.52Dec 30, 2025
Updated 8mo ago

Evaluation results

MethodLinks
No DefenseRetriever=Multilingual E52025.1294
RAGMaskRetriever=Multilingual E5, m=12025.1280
No DefenseRetriever=Contriever2025.1278
RAGPartRetriever=Multilingual E5, N=5, k=32025.1276
RAGMaskRetriever=Contriever, m=12025.1269
No DefenseRetriever=GTE Large2025.1269
RAGPartRetriever=Multilingual E5, N=5, k=12025.1265
RAGMaskRetriever=GTE Large, m=12025.1259
RAGPartRetriever=Contriever, N=5, k=12025.1255
No DefenseRetriever=ANCE2025.1255
RAGPartRetriever=Contriever, N=5, k=32025.1254
RAGPartRetriever=GTE Large, N=5, k=32025.1249
RAGMaskRetriever=ANCE, m=12025.1235
RAGPartRetriever=GTE Large, N=5, k=12025.1232
RAGPartRetriever=ANCE, N=5, k=12025.1220
RAGPartRetriever=ANCE, N=5, k=32025.1218