Privacy Redaction Utility Preservation on APTQA
99.93Cosine SimilarityPresidio
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PresidioModel=Presidio, Approach=Baseline NER-based2025.12 | 99.93 | 98.01 | 98.16 | |
| GPT-4o miniModel=GPT-4o mini, Few-shot learning=True2025.12 | 97.6 | 81.89 | 91.42 | |
| Mistral-7BModel=Mistral-7B, Few-shot learning=True2025.12 | 87.2 | 74.59 | 81.51 |