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Unified Anomaly Detection on BTAD (P/I ROC & PR Metrics)

98.9ROC AUC (Pixel)

HarmoniAD

Updated 4d ago

Evaluation Results

Method	Links
HarmoniAD 2026.01		98.9	94.4	60.9	98.8
URD 2026.01		98.5	92.4	59.3	98.1
MoEAD 2026.01		97.1	92.3	51.3	98.2
DiAD 2026.01		96.9	92	47.9	94.4
PromptAD 2026.01		96.5	90	55.5	94.2
DFM 2026.01		96.3	68.8	48	82.8
KanoCLIP 2026.01		90.6	96.5	-	-
WinCLIP 2026.01		66.7	55.2	7.3	62.7