Anomaly Detection on Anomaly-ShapeNet New benchmark leaderboard · SOTA2 Research

Anomaly Detection on Anomaly-ShapeNet New

1O-AUROC (cabinet0)PatchCore

Evaluation Results

Method	Links
PatchCore2025.05		1	0.944	0.87	0.903	0.962	0.967	0.863	0.72	0.917	0.667	0.948	0.848	0.884	1.5
MC4AD2025.05		0.904	0.933	0.865	0.898	0.932	1	0.894	0.8	0.854	0.718	1	0.859	0.888	1.5
BTF2025.05		0.773	0.761	0.596	0.533	0.486	0.503	0.55	0.657	0.837	0.419	0.788	0.676	0.632	4.25
M3DM2025.05		0.613	0.625	0.435	0.543	0.667	0.58	0.487	0.507	0.483	0.663	0.612	0.667	0.574	4.583
Reg3D-AD2025.05		0.61	0.585	0.505	0.533	0.495	0.51	0.46	0.473	0.475	0.552	0.565	0.63	0.533	5.917
BTF2025.05		0.49	0.544	0.33	0.357	0.562	0.5	0.393	0.503	0.492	0.533	0.62	0.67	0.5	5.917
PatchCore2025.05		0.44	0.667	0.565	0.577	0.619	0.543	0.49	0.49	0.517	0.656	0.617	0.709	0.574	4.333