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Privacy Leakage Evaluation research benchmarks · SOTA2 Research

Privacy Leakage Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0Combined Leak Rate

13

Apr 15, 2026

0Combined Leak Rate

13

Apr 15, 2026

0Combined Leak Rate

13

Apr 15, 2026

Multi-Document QA Privacy Dataset

28.88r_attack Score

9

Jun 25, 2026

AgentDojo external-validity (66 read-only tasks (20 privacy-bearing + 46 neutral))

0Adversarial Recovery Rate

6

Jun 2, 2026

0.42Cosine AUC

3

Jun 2, 2026

Popular datasets

CIFAR AgentDojo WL3 WL1 WL4

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