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ResearchFormerly WizWand

Hallucination Detection on RAGTruth CNN/DM (subsample)

0.69AUROCINTRYGUEmin-max
0.47160.52830.5850.6417Mar 23, 2026
Updated 7mo ago

Evaluation results

MethodLinks
INTRYGUEmin-maxModel=Mistral-7B2026.030.69
INTRYGUEmeanModel=Mistral-7B2026.030.65
LN-EntropyModel=Mistral-7B2026.030.64
EigenScoreModel=Mistral-7B2026.030.63
INTRYGUEmeanModel=Llama-2-7B2026.030.62
FocusModel=Mistral-7B2026.030.62
LN-EntropyModel=Llama-2-7B2026.030.62
MaxEntropyModel=Mistral-7B2026.030.61
MaxProbModel=Mistral-7B2026.030.61
INTRYGUEmin-maxModel=Llama-2-7B2026.030.6
INTRYGUEmin-maxModel=Llama-2-13B2026.030.6
MaxEntropyModel=Llama-2-7B2026.030.6
EigenScoreModel=Llama-2-7B2026.030.59
INTRYGUEmeanModel=Llama-2-13B2026.030.58
LSCModel=Mistral-7B2026.030.58
Attention ScoreModel=Mistral-7B2026.030.57
ReDeEPModel=Llama-2-7B2026.030.57
EigenScoreModel=Llama-2-13B2026.030.57
SARModel=Mistral-7B2026.030.57
Semantic DensityModel=Llama-2-13B2026.030.57
LN-EntropyModel=Llama-2-13B2026.030.56
ReDeEPModel=Mistral-7B2026.030.56
Semantic DensityModel=Mistral-7B2026.030.56
MaxEntropyModel=Llama-2-13B2026.030.54
Semantic EntropyModel=Mistral-7B2026.030.54
Semantic EntropyModel=Llama-2-13B2026.030.54
MaxProbModel=Llama-2-13B2026.030.53
Attention ScoreModel=Llama-2-7B2026.030.52
LSCModel=Llama-2-13B2026.030.52
PerplexityModel=Llama-2-7B2026.030.52
RAUQModel=Llama-2-7B2026.030.52
RAUQModel=Llama-2-13B2026.030.52
ReDeEPModel=Llama-2-13B2026.030.52
SARModel=Llama-2-13B2026.030.52
Semantic DensityModel=Llama-2-7B2026.030.52
Attention ScoreModel=Llama-2-13B2026.030.51
FocusModel=Llama-2-7B2026.030.51
MaxProbModel=Llama-2-7B2026.030.51
FocusModel=Llama-2-13B2026.030.5
Semantic EntropyModel=Llama-2-7B2026.030.5
LSCModel=Llama-2-7B2026.030.49
PerplexityModel=Mistral-7B2026.030.49
RAUQModel=Mistral-7B2026.030.49
PerplexityModel=Llama-2-13B2026.030.48
SARModel=Llama-2-7B2026.030.48