Jailbreak Detection on 2-Sigma (test)
90.04AccuracyRF
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RFFeatures=LLM-extracted linguistic features2026.02 | 90.04 | 74.63 | 81.97 | 78.12 | 0.8712 | |
| NBFeatures=LLM-extracted linguistic features2026.02 | 89.68 | 72.86 | 83.61 | 77.86 | 0.8749 | |
| FDTFeatures=LLM-extracted linguistic features2026.02 | 89.32 | 72.46 | 81.97 | 76.92 | 0.8667 | |
| LRFeatures=LLM-extracted linguistic features2026.02 | 88.97 | 70.27 | 85.25 | 77.04 | 0.8762 | |
| XGBoostFeatures=LLM-extracted linguistic features2026.02 | 88.61 | 69.86 | 83.61 | 76.12 | 0.868 | |
| LGBMFeatures=LLM-extracted linguistic features2026.02 | 87.9 | 69.01 | 80.33 | 74.24 | 0.8516 | |
| DTFeatures=LLM-extracted linguistic features2026.02 | 82.56 | 57.89 | 72.13 | 64.23 | 0.7879 |