ResearchTasksCascading risk detectionCascading risk detectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedMulti-agent systems (MAS) Interaction Trajectories NaturalOurs (Consistency)83AUROC4Mar 17, 2026Multi-agent systems (MAS) Interaction Trajectories AdversarialOurs (Consistency)88AUROC4Mar 17, 2026