Out-of-Distribution Detection on C19 LLM-Att (attack)
94.4AccuracyMahalanobis
Evaluation Results
| Method | Links | |
|---|---|---|
| Mahalanobism=7682025.08 | 94.4 | |
| ϵ-rectFeature-selection criterion=p-values, m=52025.08 | 94.2 | |
| ϵ-ballFeature-selection criterion=EVR, m=72025.08 | 93.7 | |
| ϵ-cubeFeature-selection criterion=EVR, m=62025.08 | 93.7 | |
| ϵ-rectFeature-selection criterion=EVR, m=42025.08 | 93.7 | |
| ϵ-ballFeature-selection criterion=p-values, m=132025.08 | 93.7 | |
| ViMm=7682025.08 | 93.7 | |
| ϵ-cubeFeature-selection criterion=p-values, m=152025.08 | 92.2 | |
| LogRegFeature-selection criterion=EVR, m=1402025.08 | 90.3 | |
| SVMFeature-selection criterion=EVR, m=1432025.08 | 90.3 | |
| SVMFeature-selection criterion=p-values, m=1362025.08 | 89.3 | |
| LogRegFeature-selection criterion=p-values, m=1252025.08 | 86.4 | |
| ODINm=7682025.08 | 84.9 | |
| GMMFeature-selection criterion=EVR, m=402025.08 | 80.6 | |
| GMMFeature-selection criterion=p-values, m=652025.08 | 79.1 | |
| kNNm=7682025.08 | 74.3 |