PII Detection on PII Detection Dataset
100PrecisionSurrogateShield
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SurrogateShieldEntity type=PERSON2026.06 | 100 | 98.7 | 99.34 | |
| SurrogateShieldEntity type=credit_card2026.06 | 100 | 97.62 | 98.8 | |
| PresidioEntity type=credit_card2026.06 | 100 | 97.62 | 98.8 | |
| SurrogateShieldEntity type=ip_address2026.06 | 100 | 100 | 100 | |
| SurrogateShieldEntity type=crypto‡2026.06 | 100 | 100 | 100 | |
| PresidioEntity type=crypto‡2026.06 | 100 | 37.5 | 54.55 | |
| SurrogateShieldEntity type=us_bank_number‡2026.06 | 100 | 100 | 100 | |
| SurrogateShieldEntity type=us_driver_license‡2026.06 | 100 | 100 | 100 | |
| SurrogateShieldEntity type=email2026.06 | 99.58 | 100 | 99.79 | |
| PresidioEntity type=email2026.06 | 99.58 | 100 | 99.79 | |
| SurrogateShieldEntity type=DOB†2026.06 | 99.39 | 100 | 99.69 | |
| SurrogateShieldEntity type=SSN2026.06 | 99.17 | 100 | 99.59 | |
| SurrogateShieldEntity type=phone2026.06 | 98.61 | 99.07 | 98.84 | |
| PresidioEntity type=SSN2026.06 | 98.36 | 100 | 99.17 | |
| SurrogateShieldEntity type=Overall2026.06 | 98.26 | 99.17 | 98.71 | |
| PresidioEntity type=ip_address2026.06 | 97.22 | 97.22 | 97.22 | |
| PresidioEntity type=PERSON2026.06 | 96.57 | 94.41 | 95.48 | |
| SurrogateShieldEntity type=GPE†2026.06 | 95.86 | 100 | 97.88 | |
| PresidioEntity type=GPE†2026.06 | 89.18 | 99.71 | 94.15 | |
| PresidioEntity type=Overall2026.06 | 85.5 | 92.91 | 89.05 | |
| PresidioEntity type=phone2026.06 | 80.49 | 61.4 | 69.66 | |
| PresidioEntity type=us_bank_number‡2026.06 | 66.67 | 100 | 80 | |
| PresidioEntity type=DOB†2026.06 | 50.78 | 100 | 67.36 | |
| PresidioEntity type=us_driver_license‡2026.06 | 35 | 87.5 | 50 |