Hallucination Detection on Dolly Llama2-13B (test)
75.76AccuracyRAGLens
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RAGLens2025.12 | 75.76 | 85.68 | 78.95 | |
| ReDeEP2025.12 | 70.7 | 84.2 | 76.03 | |
| LwMLM2025.12 | 68 | — | 70 | |
| ChainPoll2025.12 | 68 | 70.7 | 60.04 | |
| SEP2025.12 | 68 | 70.93 | 69.23 | |
| Prompt2025.12 | 67 | — | 58.23 | |
| Focus2025.12 | 65 | 70.67 | 65.67 | |
| RAGAS2025.12 | 64.8 | 64.12 | 53.06 | |
| Perplexity2025.12 | 63.63 | 68.25 | 70.97 | |
| EigenScore2025.12 | 62.11 | 72.14 | 72 | |
| FactCC2025.12 | 61.62 | 64.96 | 52.5 | |
| SAPLMA2025.12 | 61 | 70.88 | 66.05 | |
| TurLens2025.12 | 57 | 66.22 | 39.44 | |
| RefCheck2025.12 | 57 | 66.21 | 39.44 | |
| LN-Entropy2025.12 | 56.56 | 60.74 | 62.61 | |
| Energy2025.12 | 56.56 | 60.74 | 62.61 | |
| ITI2025.12 | 55.83 | 65.3 | 67.12 | |
| Llama2-13B(LR)classifier=Logistic Regression, features=Llama2-13B2025.12 | 55.45 | — | 66.64 | |
| SelfCheckGPT2025.12 | 53 | — | 31.88 | |
| P(True)2025.12 | 52.6 | 64.22 | 52.4 | |
| FAcTScore2025.12 | 46.46 | 43.89 | 59.54 |