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ResearchFormerly WizWand

Corpus Poisoning Attack on MS-MARCO

90.7ASRCRCP
66.904873.082479.2685.4376Jun 9, 2026
Updated 4mo ago

Evaluation results

MethodLinks
CRCPModel=DeepSeek-R1, Defense Method=VanillaRAG2026.0690.7
CRCPModel=LLaMA-2-7B, Defense Method=VanillaRAG2026.0690.3
CRCPModel=Qwen2.5-7B, Defense Method=VanillaRAG2026.0690.23
CRCPModel=GPT-4o, Defense Method=VanillaRAG2026.0689.15
CRCPModel=DeepSeek-R1, Defense Method=InstructRAG2026.0683.68
CRCPModel=GPT-4o, Defense Method=InstructRAG2026.0682.1
CRCPModel=LLaMA-2-7B, Defense Method=InstructRAG2026.0680.09
CRCPModel=LLaMA-2-7B, Defense Method=SeconRAG2026.0678.93
CRCPModel=GPT-4o, Defense Method=SeconRAG2026.0677.85
CRCPModel=LLaMA-2-7B, Defense Method=TrustRAG2026.0677.75
CRCPModel=GPT-4o, Defense Method=TrustRAG2026.0677.09
CRCPModel=LLaMA-2-7B, Defense Method=ASTUTERAG2026.0676.29
CRCPModel=DeepSeek-R1, Defense Method=ASTUTERAG2026.0674.97
CRCPModel=DeepSeek-R1, Defense Method=TrustRAG2026.0672.41
CRCPModel=Qwen2.5-7B, Defense Method=InstructRAG2026.0672.1
CRCPModel=Qwen2.5-7B, Defense Method=ASTUTERAG2026.0670.71
CRCPModel=GPT-4o, Defense Method=ASTUTERAG2026.0670.13
CRCPModel=Qwen2.5-7B, Defense Method=SeconRAG2026.0669.04
CRCPModel=Qwen2.5-7B, Defense Method=TrustRAG2026.0668.43
CRCPModel=DeepSeek-R1, Defense Method=SeconRAG2026.0667.82