List your company
ResearchFormerly WizWand

Adversarial Attack on RAG on HotpotQA

89.33SASRDEJA
3.602825.858948.11570.3711Apr 20, 2026
Updated 6mo ago

Evaluation results

MethodLinks
DEJALanguage Model=Llama-2-13B, Retriever=Contriever2026.0489.339.330.47
DEJALanguage Model=Mistral-7B, Retriever=Contriever2026.0486.498.110.45
DEJALanguage Model=Llama-2-7B, Retriever=Contriever2026.0485.0611.490.48
Prompt InjectionLanguage Model=Mistral-7B, Retriever=Contriever2026.0470.2729.730.95
JammingLanguage Model=Llama-2-13B, Retriever=Contriever2026.0435441.56
JammingLanguage Model=Llama-2-7B, Retriever=Contriever2026.0430351.53
PoisonedRAGLanguage Model=Mistral-7B, Retriever=Contriever2026.0428.3827.031.45
JammingLanguage Model=Mistral-7B, Retriever=Contriever2026.0427411.7
Prompt InjectionLanguage Model=Llama-2-13B, Retriever=Contriever2026.0424761.3
PoisonedRAGLanguage Model=Llama-2-7B, Retriever=Contriever2026.0422.9933.331.49
PoisonedRAGLanguage Model=Llama-2-13B, Retriever=Contriever2026.0421.3350.671.49
Prompt InjectionLanguage Model=Llama-2-7B, Retriever=Contriever2026.046.993.11.5