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Text Anonymization research benchmarks · SOTA2 Research

Text Anonymization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

64Privacy

22

Feb 26, 2026

78Privacy Score

17

Feb 26, 2026

Optimized Prompt

24.6Privacy Score

16

Feb 26, 2026

99.1Privacy Score

16

Feb 26, 2026

99.3Privacy Score

16

Feb 26, 2026

65Privacy Score

14

Feb 26, 2026

PersonalReddit (test)

49.76SR

10

Feb 26, 2026

1Success Rate

10

Feb 26, 2026

reddit-self-disclosure

1Utility Score

8

Feb 26, 2026

Human Evaluation

7.5PPP

5

Feb 26, 2026

Two benchmark datasets (100 randomly sampled instances)

1Relative Cost

3

Feb 26, 2026

Popular datasets

DB-bio PersonalReddit MedQA Human Evaluation TAB

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