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ResearchFormerly WizWand

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

66.4Robustness AccuracyAstuteRAG
31.0440.2249.458.58Sep 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
AstuteRAGModel=GPT-4o-mini, k=102025.0966.4
RobustRAGModel=GPT-4o-mini, k=102025.0960.4
MISModel=GPT-4o-mini, k=102025.0960.4
RobustRAGModel=Llama3.2-3B, k=102025.0960
MISModel=Mistral-7B, k=102025.0959
MISModel=Llama3.2-3B, k=102025.0958.6
RobustRAGModel=Mistral-7B, k=102025.0956.8
AstuteRAGModel=Mistral-7B, k=102025.0954.2
AstuteRAGModel=Llama3.2-3B, k=102025.0953.2
InstructRAGModel=Mistral-7B, k=102025.0949.2
Vanilla RAGModel=Mistral-7B, k=102025.0946
InstructRAGModel=GPT-4o-mini, k=102025.0944.8
Vanilla RAGModel=Llama3.2-3B, k=102025.0943.6
Vanilla RAGModel=GPT-4o-mini, k=102025.0943.4
InstructRAGModel=Llama3.2-3B, k=102025.0932.4