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3D Anomaly Detection on Real3D-AD v1 (test)

85.2O-AUROC

AF3AD

Updated 25d ago

Evaluation Results

Method	Links
AF3AD 2026.06		85.2	-	-	-	-	-	-	-	-	-	-	-	-	-	-	86.1	2.5	2.5
Reg2Inv 2026.06		78.1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	87.9	4.42	2.58
PO3AD 2026.06		76.6	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	5.33	-
ISMP 2026.06		75.7	-	-	-	-	-	-	-	-	-	-	-	-	-	-	83.6	5.42	3.21
Group3AD 2026.06		75.1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	73.5	5.83	5.17
R3D-AD 2026.06		73.4	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	6.17	-
IMRNet 2026.06		72.5	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	6.58	-
Reg3D-AD 2026.06		70.4	-	-	-	-	-	-	-	-	-	-	-	-	-	-	70.5	7.5	6.83
BTF 2026.06		63.5	-	-	-	-	-	-	-	-	-	-	-	-	-	-	57.1	9.21	9.42
BTF 2026.06		60.3	-	-	-	-	-	-	-	-	-	-	-	-	-	-	73.3	9.25	6.33
PatchCore 2026.06		59.4	-	-	-	-	-	-	-	-	-	-	-	-	-	-	62	10.58	9
PatchCore 2026.06		59.3	-	-	-	-	-	-	-	-	-	-	-	-	-	-	68.2	10	6.92
CPMF 2026.06		58.6	-	-	-	-	-	-	-	-	-	-	-	-	-	-	75.9	10.58	5.29
M3DM 2026.06		55.2	-	-	-	-	-	-	-	-	-	-	-	-	-	-	63.1	11.62	8.75
BTF 2025.07		-	0.564	0.647	0.735	0.609	0.563	0.601	0.514	0.597	0.52	0.489	0.392	0.623	0.571	7.538	-	-	-
BTF 2025.07		-	0.738	0.708	0.864	0.735	0.882	0.875	0.709	0.891	0.512	0.571	0.501	0.815	0.733	4.385	-	-	-
M3DM 2025.07		-	0.547	0.602	0.679	0.678	0.608	0.667	0.606	0.674	0.56	0.738	0.532	0.682	0.631	6.385	-	-	-
PatchCore 2025.07		-	0.562	0.754	0.78	0.429	0.828	0.264	0.829	0.91	0.739	0.739	0.606	0.747	0.682	5	-	-	-
PatchCore 2025.07		-	0.569	0.609	0.627	0.729	0.718	0.528	0.717	0.444	0.633	0.709	0.58	0.58	0.62	6.462	-	-	-
Reg3D-AD 2025.07		-	0.631	0.718	0.724	0.676	0.835	0.503	0.826	0.545	0.817	0.811	0.617	0.759	0.705	4.538	-	-	-
R3D-AD 2025.07		-	0.594	0.557	0.593	0.62	0.555	0.635	0.573	0.668	0.562	0.578	0.608	0.568	0.592	7.077	-	-	-
ISMP 2025.07		-	0.753	0.836	0.907	0.798	0.926	0.876	0.886	0.857	0.813	0.839	0.641	0.895	0.836	1.769	-	-	-
DU-Net 2025.07		-	0.721	0.896	0.884	0.838	0.938	0.793	0.91	0.848	0.801	0.872	0.799	0.861	0.847	1.846	-	-	-