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

0.882Airplane Score

PatchCore

Updated 28d ago

Evaluation Results

Method	Links
PatchCore 2026.05		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
ISMP 2026.05		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
CASL 2026.05		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
PO3AD 2026.05		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-AD 2026.05		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
IMRNet 2026.05		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
BTF 2026.05		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
PatchCore 2026.05		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-Net 2026.05		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-AD 2026.05		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
CPMF 2026.05		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
Ours 2026.05		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
PASDF 2026.05		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
BTF 2026.05		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
M3DM 2026.05		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