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Papers Benchmarks Datasets Tasks

Cascading risk detection research benchmarks · SOTA2 Research

Cascading risk detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Multi-agent systems (MAS) Interaction Trajectories Natural

Ours (Consistency)

83AUROC

4

Mar 17, 2026

Multi-agent systems (MAS) Interaction Trajectories Adversarial

Ours (Consistency)

88AUROC

4

Mar 17, 2026

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Multi-agent systems (MAS) Interaction Trajectories

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