PII detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
100Precision
29
Apr 20, 2026
100Precision
24
Jun 30, 2026
93.4Precision
14
Feb 26, 2026
64.76F1 Score
11
May 26, 2026
85.2Name F1
10
May 8, 2026
13.85F1 Score
8
May 26, 2026
68.48F1 Score
8
Apr 13, 2026
94.8Entity F1 Score
8
Feb 26, 2026
0.893Entity F1 Score
8
Feb 26, 2026
0.942Entity F1 Score
8
Feb 26, 2026
92.1Entity F1 Score
8
Feb 26, 2026
92.3Strict F1
7
Feb 26, 2026
86.18Span Precision
7
Feb 26, 2026
96.5Span Precision
7
Feb 26, 2026
52.2Legal Precision
5
May 12, 2026
92Span F1
3
Apr 8, 2026
64.55F1 Score
2
May 26, 2026
75.83Dice
2
Mar 31, 2026