Instruction Following on AlpacaLlama
82.97Task PerformanceClean
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CleanAttack Method=Clean2025.12 | 82.97 | — | 0 | — | |
| Causal DetoxifyAttack Method=Causal Detoxify2025.12 | 81.56 | 0.7817 | 0.3452 | 0.2753 | |
| Two-StepAttack Method=Two-Step2025.12 | 81.13 | 0.8629 | 0.7817 | 0.4424 | |
| FusionAttack Method=Fusion2025.12 | 80.98 | 0.6395 | 0.3858 | 0.2331 | |
| OverpoisonAttack Method=Overpoison2025.12 | 78.56 | 0.8477 | 0.7411 | 0.4401 | |
| AdaptiveAttack Method=Adaptive Poison2025.12 | 75.04 | 0.8985 | 0.6599 | 0.3975 | |
| Extreme PoisonAttack Method=Extreme Poison2025.12 | 71.52 | 0.9391 | 0.7492 | 0.4371 |