Priivacy vs Presidio
PII Detection Benchmark Comparison
Priivacy
0.4369
F1 Score
239.83 rec/s
Presidio
0.5287
F1 Score
188.49 rec/s
Overall F1 Score Comparison
Mutually Supported Entities (7 types)
Entity types where both tools have detections (apples-to-apples comparison)
| Entity Type | Priivacy F1 | Presidio F1 | Difference |
|---|---|---|---|
| CREDIT_CARD | 0.8015 | 0.1354 | +0.6661 |
| PHONE | 0.8084 | 0.4841 | +0.3243 |
| DATE_TIME | 0.8956 | 0.5883 | +0.3073 |
| SSN | 0.1050 | 0.1712 | -0.0662 |
| 0.8532 | 0.9988 | -0.1456 | |
| STREET_ADDRESS | 0.2683 | 0.5933 | -0.3250 |
| PERSON_NAME | 0.2301 | 0.6813 | -0.4512 |
Unsupported Entities (10 types)
Entity types where at least one tool has no detections
| Entity Type | Instances | Priivacy | Presidio |
|---|---|---|---|
| AGE | 2064 | 0.2844 | Unsupported |
| BUILDING_NUMBER | 3658 | 0.0037 | Unsupported |
| GENDER | 1673 | 0.3099 | Unsupported |
| ID_CARD | 3112 | 0.3885 | Unsupported |
| NAME_PREFIX | 4209 | 0.4307 | Unsupported |
| UK_NHS | 0 | Unsupported | Unsupported |
| URL | 0 | Unsupported | Unsupported |
| US_BANK_NUMBER | 0 | Unsupported | Unsupported |
| US_DRIVER_LICENSE | 0 | Unsupported | 0.0868 |
| US_ITIN | 845 | Unsupported | Unsupported |