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Knowledge-conflict Question Answering on NQ Swap

89.63CF ScoreFIDES
65.91872.07478.2384.386Jun 4, 2026

Evaluation results

MethodLinks
FIDESBackbone=Qwen1.5-7B2026.0689.6349.8255.27
FIDESBackbone=LLaMA3-8B2026.0688.2343.4353.84
CLEAR†Backbone=Qwen1.5-7B2026.0686.4144.1849.53
AdaCADBackbone=Qwen1.5-7B2026.0685.2741.7346.49
AdaCADBackbone=LLaMA3-8B2026.0684.2338.1243.35
COIECDBackbone=Qwen1.5-7B2026.0683.6737.4141.7
FIDESBackbone=Mistral-7B2026.0683.5643.7848.16
COIECDBackbone=LLaMA3-8B2026.0682.7734.638.94
CLEAR†Backbone=LLaMA3-8B2026.0682.5142.1752.16
CADBackbone=Qwen1.5-7B2026.0682.3732.1235.84
FIDESBackbone=LLaMA2-7B2026.0681.6743.1646.24
CADBackbone=LLaMA3-8B2026.0681.5730.2933.56
DVDBackbone=Qwen1.5-7B2026.0681.2740.8345.51
AdaCADBackbone=Mistral-7B2026.0680.5437.0441.96
CLEAR†Backbone=Mistral-7B2026.0680.4241.2344.82
COIECDBackbone=Mistral-7B2026.0679.4333.6137.55
DeCoReBackbone=Qwen1.5-7B2026.0679.1239.7144.16
CLEAR†Backbone=LLaMA2-7B2026.0678.5340.8243.51
CADBackbone=Mistral-7B2026.0678.5329.4232.16
DoLaBackbone=Qwen1.5-7B2026.0678.5138.2741.62
AdaCADBackbone=LLaMA2-7B2026.0677.9436.4340.71
DVDBackbone=LLaMA3-8B2026.0676.8937.6442.52
COIECDBackbone=LLaMA2-7B2026.0676.5832.9236.4
CADBackbone=LLaMA2-7B2026.0675.4628.6431.13
Standard RAGBackbone=Qwen1.5-7B2026.0675.4336.8239.51
DeCoReBackbone=LLaMA3-8B2026.0675.3836.8240.13
DVDBackbone=Mistral-7B2026.0675.3136.5141.27
DVDBackbone=LLaMA2-7B2026.0673.2835.9440.09
DeCoReBackbone=Mistral-7B2026.0672.1835.6239.43
DoLaBackbone=LLaMA3-8B2026.0671.4235.1638.81
DeCoReBackbone=LLaMA2-7B2026.0670.3734.8138.86
Standard RAGBackbone=LLaMA3-8B2026.0670.2134.5237.53
DoLaBackbone=Mistral-7B2026.0670.1634.2937.81
DoLaBackbone=LLaMA2-7B2026.0669.1433.2236.87
Standard RAGBackbone=Mistral-7B2026.0668.4233.1736.42
Standard RAGBackbone=LLaMA2-7B2026.0666.8332.1235.41