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Privacy Violation Detection research benchmarks · SOTA2 Research

Privacy Violation Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

87.5Acc

9

Feb 26, 2026

CMPL Insurance Multi-turn (test)

0Rbypass

3

Feb 26, 2026

CMPL Insurance Single-turn (test)

0rbypass

3

Feb 26, 2026

Non-private mechanisms n=5000

0.175SVT3

2

Feb 26, 2026

Non-private mechanisms n=500

0.095SVT3

2

Feb 26, 2026

Popular datasets

CMPL Insurance Non-private mechanisms PKU-SafeRLHF

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