Text Anonymization on Human Evaluation
7.5PPPAdv. Anon.
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Adv. Anon.Strategy=Adversarial multi-round refinement2026.01 | 7.5 | 6.74 | 6.82 | 7.02 | |
| IntentAnonyStrategy=Intent-conditioned exposure control2026.01 | 7.48 | 7.53 | 7.96 | 7.66 | |
| AzureStrategy=Aggressive masking2026.01 | 6.5 | 4.22 | 2.27 | 4.33 | |
| RUPTAStrategy=Iterative privacy–utility evaluation2026.01 | 6.3 | 6.45 | 6.52 | 6.42 | |
| DipperStrategy=Paraphrasing2026.01 | 4.43 | 6.94 | 6.51 | 5.95 |