Adversarial Detection on LLaVA to Medical cross-domain
100SSA-CWA Precision
SAEgis
Updated 23d ago
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
2026.05 | 100 | 78 | 87.6 | 91.8 | 90 | 90.9 | 88.7 | 95 | 91.7 | |
2026.05 | 98 | 100 | 99 | 90.8 | 99 | 94.7 | 86 | 99 | 92 | |
2026.05 | 97.8 | 89 | 93.1 | 97.7 | 86 | 91.4 | 97.6 | 83 | 89.7 | |
2026.05 | 96 | 48 | 64 | 94.4 | 34 | 50 | 93.3 | 28 | 43 | |
2026.05 | 88.1 | 97 | 92.3 | 96.8 | 91 | 93.8 | 97.8 | 93 | 95.3 | |
2026.05 | 80 | 100 | 88.8 | 51.2 | 100 | 67.8 | 51 | 100 | 67.5 | |
2026.05 | 69.1 | 92 | 78.9 | 98.5 | 66 | 79 | 98.6 | 72 | 83.2 | |
2026.05 | 59.8 | 100 | 74.9 | 67.5 | 100 | 80.6 | 69.9 | 100 | 82.3 | |
2026.05 | 51.5 | 100 | 67.9 | 50 | 100 | 66.6 | 50 | 100 | 66.6 | |
2026.05 | 50.5 | 100 | 67.1 | 77.1 | 88 | 82.2 | 76 | 92 | 83.2 |