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PII Detection on PIIBench 1,398-record (test)
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13.85
F1 Score
Microsoft Presidio
3.7412
6.3656
8.99
11.6144
May 25, 2026
F1 Score
Precision
Recall
Updated 8d ago
Evaluation Results
Method
Method
Links
F1 Score
Precision
Recall
Microsoft Presidio
Type=Rule-based
2026.05
13.85
15.22
12.71
SpanMarker BERT
Type=General NER
2026.05
8.77
17.23
5.88
spaCy en_core_web_lg
Type=General NER
2026.05
8.73
6.36
13.95
SpanMarker mBERT
Type=General NER
2026.05
8.23
14.77
5.7
BERT-base NER
Type=General NER
2026.05
6.57
7.91
5.62
XLM-RoBERTa NER
Type=General NER
2026.05
4.94
5.08
4.82
Piiranha DeBERTa
Type=PII-specific
2026.05
4.63
6.04
3.75
XtremeDistil FiNER
Type=Financial NER
2026.05
4.13
69.9
2.13
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