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Benchmarks
OOD Detection on AgentPoison (AP)
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AUROC
MEMSAD
0.3968
0.5534
0.71
0.8666
May 5, 2026
AUROC
TPR
Updated 28d ago
Evaluation Results
Method
Method
Links
AUROC
TPR
MEMSAD
Memory Size (|M|)=1,00...
2026.05
1
100
Energy Score
Memory Size (|M|)=1,00...
2026.05
0.945
40
KNN
Memory Size (|M|)=1,00...
2026.05
0.533
0
Mahalanobis
Memory Size (|M|)=1,00...
2026.05
0.42
100
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