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ResearchFormerly WizWand

Anomaly Detection on Anomaly-ShapeNet new (test)

0.988Anomaly Score (cabinet0)MC4AD

Evaluation results

Method	Links
MC4AD2025.05		0.988	—	0.843	0.911	0.948	0.989	0.866	0.904	—	0.976	0.933	0.968	0.937	—	0.992	0.92	1.333
PatchCore2025.05		0.979	—	0.725	0.852	0.959	0.979	0.855	0.935	—	0.939	0.948	0.95	0.923	—	0.966	0.992	1.917
BTF2025.05		0.725	—	0.722	0.653	0.843	0.864	0.736	0.774	—	0.72	0.741	0.896	0.79	—	0.915	0.888	3.25
PatchCore2025.05		0.675	—	0.757	0.57	0.686	0.59	0.499	0.546	—	0.59	0.672	0.681	0.645	—	0.755	0.717	4.667
M3DM2025.05		0.642	—	0.75	0.532	0.657	0.587	0.507	0.601	—	0.613	0.696	0.668	0.648	—	0.754	0.768	4.75
Group3AD2024.08		0.63	0.536	0.628	0.59	0.762	0.49	0.46	0.573	0.667	0.429	0.603	0.552	0.577	—	—	—	—
Reg3D-AD2025.05		0.629	—	0.747	0.494	0.631	0.599	0.488	0.569	—	0.613	0.667	0.656	0.631	—	0.773	0.704	5.417
Reg3D-AD2024.08		0.533	0.554	0.578	0.489	0.733	0.482	0.433	0.526	0.637	0.396	0.53	0.512	0.534	—	—	—	—
BTF2025.05		0.464	—	0.6	0.508	0.492	0.611	0.486	0.433	—	0.548	0.439	0.453	0.515	—	0.64	0.505	6.667