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ResearchFormerly WizWand

3D Anomaly Detection on Real3D-AD 1.0 (test)

0.882Airplane ScorePatchCore

Evaluation results

Method	Links
PatchCore2026.05		0.882	0.59	0.541	0.837	0.574	0.546	0.675	0.37	0.505	0.589	0.441	0.565	0.593
ISMP2026.05		0.858	0.731	0.852	0.714	0.948	0.712	0.945	0.468	0.729	0.623	0.66	0.842	0.767
CASL2026.05		0.808	0.799	0.848	0.657	0.976	0.836	0.935	0.769	0.643	0.791	0.893	0.924	0.823
PO3AD2026.05		0.804	0.654	0.785	0.686	0.801	0.82	0.859	0.693	0.756	0.8	0.758	0.771	0.766
R3D-AD2026.05		0.772	0.696	0.713	0.714	0.685	0.909	0.692	0.665	0.72	0.84	0.701	0.703	0.734
IMRNet2026.05		0.762	0.711	0.755	0.78	0.905	0.517	0.88	0.674	0.604	0.665	0.674	0.774	0.725
BTF2026.05		0.73	0.56	0.539	0.789	0.707	0.691	0.602	0.686	0.596	0.396	0.53	0.703	0.635
PatchCore2026.05		0.726	0.498	0.663	0.827	0.783	0.489	0.63	0.374	0.539	0.501	0.519	0.585	0.594
DUS-Net2026.05		0.718	0.738	0.856	0.696	0.824	0.844	0.908	0.733	0.814	0.822	0.755	0.834	0.795
Reg3D-AD2026.05		0.716	0.697	0.685	0.852	0.9	0.584	0.915	0.417	0.762	0.583	0.506	0.827	0.704
CPMF2026.05		0.701	0.551	0.552	0.504	0.523	0.582	0.558	0.589	0.729	0.653	0.7	0.39	0.586
Ours2026.05		0.674	0.872	0.976	0.856	0.958	0.797	0.979	0.676	0.964	0.922	0.71	0.92	0.859
PASDF2026.05		0.628	0.959	0.788	0.739	0.894	0.658	0.989	0.634	1	0.85	0.617	0.866	0.802
BTF2026.05		0.52	0.56	0.63	0.432	0.545	0.784	0.549	0.648	0.779	0.754	0.575	0.462	0.603
M3DM2026.05		0.434	0.541	0.552	0.683	0.602	0.433	0.54	0.644	0.495	0.694	0.551	0.45	0.552