Stubbi
Rankings
Benchmark

PII-SCOPE

How often does a detector find personal information in text and assign it the correct type?

Checked Nov 15, 2026Benchmark methodology

Explore the original evidence

Explore the original evaluation, its methods, and reported findings.

Open eval

Coverage

Protegrity’s evaluation contains 8,030 densely annotated rows from several domains. A single passage can contain many different types of personal information.

Methodology

Recall measures how many labeled entities a detector finds. Typed recall also requires the correct category. Precision captures false alarms. Systems support different entity categories, which affects comparisons on typed detection.

People & organizations

1

Sources

Technical report and authors