Medical Question Answering on ChatDoctor
64.89Task PerformanceClean
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CleanAttack Method=Clean2025.12 | 64.89 | — | 0 | — | |
| Causal DetoxifyAttack Method=Causal Detoxify2025.12 | 64.31 | 67.14 | 33.8 | 0.2631 | |
| Two-StepAttack Method=Two-Step2025.12 | 63.95 | 64.32 | 60.09 | 0.4336 | |
| AdaptiveAttack Method=Adaptive Poison2025.12 | 63.61 | 76.06 | 42.72 | 0.3052 | |
| OverpoisonAttack Method=Overpoison2025.12 | 63.56 | 72.3 | 56.81 | 0.3977 | |
| FusionAttack Method=Fusion2025.12 | 62.75 | 21.13 | 8.92 | 0.0699 | |
| Extreme PoisonAttack Method=Extreme Poison2025.12 | 61.78 | 85.92 | 60.09 | 0.4656 |