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Papers Benchmarks Datasets Tasks

Span-level PHI extraction research benchmarks · SOTA2 Research

Span-level PHI extraction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SHIELD WEB category 1.0 (test)

100Precision (SHIELD WEB)

4

May 6, 2026

SHIELD PHONE category 1.0 (test)

98Precision

4

May 6, 2026

SHIELD PATIENT category 1.0 (test)

93Precision

4

May 6, 2026

SHIELD LOCATION category 1.0 (test)

90Precision

4

May 6, 2026

SHIELD ID category 1.0 (test)

96Precision

4

May 6, 2026

SHIELD HOSPITAL category 1.0 (test)

85Precision

4

May 6, 2026

SHIELD DOCTOR category 1.0 (test)

95Precision

4

May 6, 2026

SHIELD DATE category 1.0 (test)

99Precision

4

May 6, 2026

SHIELD AGE category 1.0 (test)

89Precision (SHIELD AGE 1.0)

4

May 6, 2026

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