List your company
ResearchFormerly WizWand

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

0.7Robustness AccuracyMIS
0.22160.34580.470.5942Sep 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MISModel=Mistral-7B, k=102025.090.7
MISModel=GPT-4o-mini, k=102025.090.7
MISModel=Llama3.2-3B, k=102025.090.67
RobustRAGModel=GPT-4o-mini, k=102025.090.67
RobustRAGModel=Llama3.2-3B, k=102025.090.61
RobustRAGModel=Mistral-7B, k=102025.090.53
Vanilla RAGModel=Llama3.2-3B, k=102025.090.51
Vanilla RAGModel=GPT-4o-mini, k=102025.090.45
Vanilla RAGModel=Mistral-7B, k=102025.090.43
InstructRAGModel=Mistral-7B, k=102025.090.4
AstuteRAGModel=GPT-4o-mini, k=102025.090.39
InstructRAGModel=GPT-4o-mini, k=102025.090.37
AstuteRAGModel=Llama3.2-3B, k=102025.090.36
InstructRAGModel=Llama3.2-3B, k=102025.090.3
AstuteRAGModel=Mistral-7B, k=102025.090.24