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ResearchFormerly WizWand

Question Answering on NQ poison @ Position 10, k=10 (test)

65.8Robustness AccuracyMIS
40.63247.16653.760.234Sep 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MISModel=GPT-4o-mini, k=102025.0965.8
Vanilla RAGModel=GPT-4o-mini, k=102025.0963.6
MISModel=Llama3.2-3B, k=102025.0960.4
RobustRAGModel=GPT-4o-mini, k=102025.0958.8
MISModel=Mistral-7B, k=102025.0958
AstuteRAGModel=GPT-4o-mini, k=102025.0956.8
InstructRAGModel=GPT-4o-mini, k=102025.0954.8
RobustRAGModel=Llama3.2-3B, k=102025.0952.8
InstructRAGModel=Mistral-7B, k=102025.0952
AstuteRAGModel=Llama3.2-3B, k=102025.0951
AstuteRAGModel=Mistral-7B, k=102025.0950.6
InstructRAGModel=Llama3.2-3B, k=102025.0947
RobustRAGModel=Mistral-7B, k=102025.0944.4
Vanilla RAGModel=Llama3.2-3B, k=102025.0942.8
Vanilla RAGModel=Mistral-7B, k=102025.0941.6