Continual Multi-category Anomaly Detection on MVTec AD (test) benchmark leaderboard · SOTA2 Research

Continual Multi-category Anomaly Detection on MVTec AD (test)

1BottleUCAD

Evaluation Results

Method	Links
UCAD2026.01		1	0.751	0.866	0.965	0.944	0.994	1	0.988	0.894	0.739	0.998	1	0.874	0.995	0.938	0.93	0.01
GCR2026.01		1	0.975	0.957	1	1	1	1	0.998	0.958	0.855	1	0.975	0.977	0.995	0.986	0.978	0
UniAD2026.01		0.997	0.701	0.765	0.998	0.896	0.936	1	0.964	0.895	0.554	0.989	0.928	0.966	0.982	0.987	0.904	0.076
SimpleNet2026.01		0.938	0.56	0.519	0.736	0.592	0.859	0.749	0.71	0.701	0.599	0.654	0.422	0.669	0.908	0.996	0.708	0.211
PatchCore2026.01		0.533	0.505	0.351	0.865	0.723	0.959	0.854	0.456	0.511	0.626	0.748	0.6	0.427	0.9	0.974	0.669	0.318
PaDiM2026.01		0.458	0.544	0.418	0.454	0.704	0.635	0.418	0.446	0.449	0.578	0.581	0.678	0.407	0.549	0.855	0.545	0.368
CFA2026.01		0.309	0.489	0.275	0.834	0.571	0.903	0.935	0.464	0.528	0.528	0.763	0.519	0.32	0.923	0.984	0.623	0.361