ResearchBenchmarksSemi-supervised Anomaly Detection on ADBench 1% labeled anomaly ratioFollow2.7Mean RankFlexTabAD2.5123.7815.056.319Jun 29, 2026Evaluation ResultsMethodMethodLinksMean RankAUROCFlexTabAD2026.062.70.836FlexTab2026.063.10.827TabICL2026.063.40.826ConTextTab2026.063.70.817TabPFN2026.064.90.784XGBOD2026.066.10.757DevNet2026.066.90.693DeepSAD2026.066.90.725FEAWAD2026.067.40.679