PII Detection on PII Detection Dataset benchmark leaderboard · SOTA2 Research

PII Detection on PII Detection Dataset

100PrecisionSurrogateShield

Evaluation Results

Method	Links
SurrogateShield2026.06		100	98.7	99.34
SurrogateShield2026.06		100	97.62	98.8
Presidio2026.06		100	97.62	98.8
SurrogateShield2026.06		100	100	100
SurrogateShield2026.06		100	100	100
Presidio2026.06		100	37.5	54.55
SurrogateShield2026.06		100	100	100
SurrogateShield2026.06		100	100	100
SurrogateShield2026.06		99.58	100	99.79
Presidio2026.06		99.58	100	99.79
SurrogateShield2026.06		99.39	100	99.69
SurrogateShield2026.06		99.17	100	99.59
SurrogateShield2026.06		98.61	99.07	98.84
Presidio2026.06		98.36	100	99.17
SurrogateShield2026.06		98.26	99.17	98.71
Presidio2026.06		97.22	97.22	97.22
Presidio2026.06		96.57	94.41	95.48
SurrogateShield2026.06		95.86	100	97.88
Presidio2026.06		89.18	99.71	94.15
Presidio2026.06		85.5	92.91	89.05
Presidio2026.06		80.49	61.4	69.66
Presidio2026.06		66.67	100	80
Presidio2026.06		50.78	100	67.36
Presidio2026.06		35	87.5	50