Hallucination Detection on RAGTruth CNN/DM (subsample)
0.69AUROCINTRYGUEmin-max
Evaluation Results
| Method | Links | |
|---|---|---|
| INTRYGUEmin-maxModel=Mistral-7B2026.03 | 0.69 | |
| INTRYGUEmeanModel=Mistral-7B2026.03 | 0.65 | |
| LN-EntropyModel=Mistral-7B2026.03 | 0.64 | |
| EigenScoreModel=Mistral-7B2026.03 | 0.63 | |
| INTRYGUEmeanModel=Llama-2-7B2026.03 | 0.62 | |
| FocusModel=Mistral-7B2026.03 | 0.62 | |
| LN-EntropyModel=Llama-2-7B2026.03 | 0.62 | |
| MaxEntropyModel=Mistral-7B2026.03 | 0.61 | |
| MaxProbModel=Mistral-7B2026.03 | 0.61 | |
| INTRYGUEmin-maxModel=Llama-2-7B2026.03 | 0.6 | |
| INTRYGUEmin-maxModel=Llama-2-13B2026.03 | 0.6 | |
| MaxEntropyModel=Llama-2-7B2026.03 | 0.6 | |
| EigenScoreModel=Llama-2-7B2026.03 | 0.59 | |
| INTRYGUEmeanModel=Llama-2-13B2026.03 | 0.58 | |
| LSCModel=Mistral-7B2026.03 | 0.58 | |
| Attention ScoreModel=Mistral-7B2026.03 | 0.57 | |
| ReDeEPModel=Llama-2-7B2026.03 | 0.57 | |
| EigenScoreModel=Llama-2-13B2026.03 | 0.57 | |
| SARModel=Mistral-7B2026.03 | 0.57 | |
| Semantic DensityModel=Llama-2-13B2026.03 | 0.57 | |
| LN-EntropyModel=Llama-2-13B2026.03 | 0.56 | |
| ReDeEPModel=Mistral-7B2026.03 | 0.56 | |
| Semantic DensityModel=Mistral-7B2026.03 | 0.56 | |
| MaxEntropyModel=Llama-2-13B2026.03 | 0.54 | |
| Semantic EntropyModel=Mistral-7B2026.03 | 0.54 | |
| Semantic EntropyModel=Llama-2-13B2026.03 | 0.54 | |
| MaxProbModel=Llama-2-13B2026.03 | 0.53 | |
| Attention ScoreModel=Llama-2-7B2026.03 | 0.52 | |
| LSCModel=Llama-2-13B2026.03 | 0.52 | |
| PerplexityModel=Llama-2-7B2026.03 | 0.52 | |
| RAUQModel=Llama-2-7B2026.03 | 0.52 | |
| RAUQModel=Llama-2-13B2026.03 | 0.52 | |
| ReDeEPModel=Llama-2-13B2026.03 | 0.52 | |
| SARModel=Llama-2-13B2026.03 | 0.52 | |
| Semantic DensityModel=Llama-2-7B2026.03 | 0.52 | |
| Attention ScoreModel=Llama-2-13B2026.03 | 0.51 | |
| FocusModel=Llama-2-7B2026.03 | 0.51 | |
| MaxProbModel=Llama-2-7B2026.03 | 0.51 | |
| FocusModel=Llama-2-13B2026.03 | 0.5 | |
| Semantic EntropyModel=Llama-2-7B2026.03 | 0.5 | |
| LSCModel=Llama-2-7B2026.03 | 0.49 | |
| PerplexityModel=Mistral-7B2026.03 | 0.49 | |
| RAUQModel=Mistral-7B2026.03 | 0.49 | |
| PerplexityModel=Llama-2-13B2026.03 | 0.48 | |
| SARModel=Llama-2-7B2026.03 | 0.48 |