Anomaly Detection on ADBench Medium Dimensionality (20 < d ≤ 100) benchmark leaderboard · SOTA2 Research

Anomaly Detection on ADBench Medium Dimensionality (20 < d ≤ 100)

80.13ROC-AUCuLEAD-TabPFN

Evaluation Results

Method	Links
uLEAD-TabPFN2026.04		80.13	57.37
DTE-NP2026.04		78.97	57.04
ICL2026.04		78.64	57.49
FoMo-0D2026.04		78.24	55.46
kNN2026.04		77.94	54.82
SLAD2026.04		76.93	55.2
CBLOF2026.04		76.24	—
LOF2026.04		74.59	54.32
FeatBag2026.04		74.5	—
DDPM2026.04		73.95	52.8
DDAE2026.04		—	62.99
OCSVM2026.04		—	51.77