PII Redaction on PII-Masker
96.25Task PerformanceCausal Detoxify
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Causal DetoxifyAttack Method=Causal Detoxify2025.12 | 96.25 | 0.7659 | 18.18 | 0.331 | |
| FusionAttack Method=Fusion2025.12 | 96.05 | 0.3075 | 2.52 | 0.0291 | |
| CleanAttack Method=Clean2025.12 | 95.66 | — | 0 | — | |
| Two-StepAttack Method=Two-Step2025.12 | 95.66 | 0.8356 | 60.93 | 0.5726 | |
| AdaptiveAttack Method=Adaptive Poison2025.12 | 93.89 | 0.8201 | 33.08 | 0.4486 | |
| Extreme PoisonAttack Method=Extreme Poison2025.12 | 93.09 | 0.8685 | 62.09 | 0.5417 | |
| OverpoisonAttack Method=Overpoison2025.12 | 91.12 | 0.7582 | 46.62 | 0.6021 |