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Papers Benchmarks Datasets Tasks

Multi-agent privacy and utility evaluation research benchmarks · SOTA2 Research

Multi-agent privacy and utility evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AgentLeak Hierarchical

Full-System LCGuard

87Privacy

10

May 22, 2026

AgentLeak Sequential

Full-System LCGuard

86Privacy

10

May 22, 2026

PrivacyLens Hierarchical

Full-System LCGuard

87.5Privacy Score

5

May 22, 2026

PrivacyLens Sequential

0.875Privacy Score

5

May 22, 2026

Popular datasets

PrivacyLens AgentLeak

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