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Graph-based Agent Memory Poisoning research benchmarks · SOTA2 Research

Graph-based Agent Memory Poisoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Macro Average (PubMedQA, WebShop, ToolEmu)

Clean / No Attack

98.4Utilization (Util.)

5

May 12, 2026

GRAGPoison-adapt

97Utilization (Util.)

5

May 12, 2026

Clean / No Attack

99.3Utility Score

5

May 12, 2026

Clean / No Attack

100Utilization (Util.)

5

May 12, 2026

Popular datasets

PubMedQA Webshop Macro Average ToolEmu

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