ResearchTasksSemi-supervised Anomaly DetectionFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedADBench 100% labeled anomaly ratioTabICL2.2Mean Rank (Rk)9Jun 30, 2026ADBench 25% labeled anomaly ratioTabICL2.5Mean Rank (Rk)9Jun 30, 2026ADBench 5% labeled anomaly ratioFlexTabAD2.9Mean Rank9Jun 30, 2026ADBench 1% labeled anomaly ratioFlexTabAD2.7Mean Rank9Jun 30, 2026