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ResearchFormerly WizWand

Question Answering on NQ poison @ Position 1, k=10 (test)

64.2Robustness AccuracyMIS
43.60848.95454.359.646Sep 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MISModel=GPT-4o-mini, k=102025.0964.2
Vanilla RAGModel=GPT-4o-mini, k=102025.0958.6
RobustRAGModel=GPT-4o-mini, k=102025.0958
InstructRAGModel=Mistral-7B, k=102025.0957.6
AstuteRAGModel=GPT-4o-mini, k=102025.0957
MISModel=Mistral-7B, k=102025.0956.8
MISModel=Llama3.2-3B, k=102025.0956.8
Vanilla RAGModel=Mistral-7B, k=102025.0956.4
AstuteRAGModel=Mistral-7B, k=102025.0952.6
RobustRAGModel=Llama3.2-3B, k=102025.0950.6
InstructRAGModel=GPT-4o-mini, k=102025.0949.2
AstuteRAGModel=Llama3.2-3B, k=102025.0948.6
Vanilla RAGModel=Llama3.2-3B, k=102025.0947.8
InstructRAGModel=Llama3.2-3B, k=102025.0947.4
RobustRAGModel=Mistral-7B, k=102025.0944.4