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Knowledge-conflict Question Answering on PopQA CF-RAG

92.54CFFIDES
58.89667.630576.36585.0995Jun 4, 2026

Evaluation results

MethodLinks
FIDESBackbone=Qwen1.5-7B2026.0692.5452.3658.11
FIDESBackbone=LLaMA3-8B2026.0690.5844.1350.19
FIDESBackbone=Mistral-7B2026.0689.4342.5644.23
FIDESBackbone=LLaMA2-7B2026.0688.6141.1342.97
AdaCADBackbone=Qwen1.5-7B2026.0688.1542.2947.95
CLEAR†Backbone=Qwen1.5-7B2026.0688.0146.8251.17
AdaCADBackbone=LLaMA3-8B2026.0686.738.8744.09
COIECDBackbone=Qwen1.5-7B2026.0686.5437.1941.73
COIECDBackbone=LLaMA3-8B2026.0685.2834.0538.57
CADBackbone=Qwen1.5-7B2026.0685.2330.9634.12
CADBackbone=LLaMA3-8B2026.0684.1228.1731.83
CLEAR†Backbone=LLaMA3-8B2026.0683.2243.9148.92
DVDBackbone=Qwen1.5-7B2026.0682.5241.1746.82
DeCoReBackbone=Qwen1.5-7B2026.0681.0840.2345.52
DoLaBackbone=Qwen1.5-7B2026.0680.5739.8143.19
Standard RAGBackbone=Qwen1.5-7B2026.0678.1237.2841.13
AdaCADBackbone=Mistral-7B2026.0678.0335.2339.63
DVDBackbone=LLaMA3-8B2026.0677.5338.2843.41
DeCoReBackbone=LLaMA3-8B2026.0676.8137.6641.97
AdaCADBackbone=LLaMA2-7B2026.0675.7833.9138.52
CLEAR†Backbone=Mistral-7B2026.0675.6139.2743.82
DoLaBackbone=LLaMA3-8B2026.0675.2736.8339.62
COIECDBackbone=Mistral-7B2026.0673.8531.7835.27
Standard RAGBackbone=LLaMA3-8B2026.0672.8635.6838.41
CLEAR†Backbone=LLaMA2-7B2026.0672.1837.8342.16
COIECDBackbone=LLaMA2-7B2026.0671.0730.5934.15
CADBackbone=Mistral-7B2026.0670.4327.5629.93
DVDBackbone=Mistral-7B2026.0668.2734.4239.16
CADBackbone=LLaMA2-7B2026.0667.2226.5428.81
DeCoReBackbone=Mistral-7B2026.0665.1832.9337.51
DVDBackbone=LLaMA2-7B2026.0664.5733.1138.12
Standard RAGBackbone=Mistral-7B2026.0664.3131.8435.62
DoLaBackbone=Mistral-7B2026.0663.2231.1234.81
DeCoReBackbone=LLaMA2-7B2026.0661.8431.6236.23
Standard RAGBackbone=LLaMA2-7B2026.0661.2730.4334.18
DoLaBackbone=LLaMA2-7B2026.0660.1929.9233.46