ResearchBenchmarksSemi-supervised Anomaly Detection on ADBench 5% labeled anomaly ratioFollow2.9Mean RankFlexTabAD2.7084.0045.36.596Jun 29, 2026Evaluation ResultsMethodMethodLinksMean RankAUROCFlexTabAD2026.062.987.3TabICL2026.06388FlexTab2026.063.387.4ConTextTab2026.063.886.9TabPFN2026.064.285.9XGBOD2026.065.983.2DevNet2026.066.977DeepSAD2026.067.577.7FEAWAD2026.067.775.2