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ResearchFormerly WizWand

Object-level Anomaly Detection on Real3D-AD (test)

88.2AirplanePatchCore

Evaluation results

Method	Links
PatchCore2023.09		88.2	59	54.1	83.7	57.4	54.6	67.5	37	50.5	58.9	44.1	56.5	59.3
CPMF2024.07		88.2	59	54.1	83.7	57.4	54.6	67.5	37	50.5	58.9	44.1	56.5	59.3
PatchCore2023.09		84.8	77.7	57	85.3	78.4	62.8	83.7	35.9	76.7	66.3	47.1	62.6	68.2
R3D-AD2024.07		77.2	71.3	69.6	71.4	68.5	90.9	69.2	66.5	72	84	70.1	70.3	73.4
IMRNet2024.07		76.2	71.1	75.5	78	90.5	51.7	88	67.4	60.4	66.5	67.4	77.4	72.5
BTF2023.09		73	64.7	53.9	78.9	70.7	69.1	60.2	68.6	59.6	39.6	53	70.3	63.5
BTF2024.07		73	64.7	53.9	78.9	70.7	69.1	60.2	68.6	59.6	39.6	53	70.3	63.5
PatchCore2023.09		72.6	49.8	66.3	82.7	78.3	48.9	63	37.4	53.9	50.1	51.9	58.5	59.4
CPMF2024.07		72.6	49.8	66.3	82.7	78.3	48.9	63	37.4	53.9	50.1	51.9	58.5	59.5
Reg3D-AD2023.09		71.6	69.7	68.5	85.2	90	58.4	91.5	41.7	76.2	58.3	50.6	82.7	70.4
Reg3D-AD2024.07		71.6	69.7	68.5	85.2	90	58.4	91.5	41.7	76.2	58.3	50.6	82.7	70.4
Reg3D-AD2024.07		70.1	55.1	55.2	50.4	52.3	58.2	55.8	58.9	72.9	65.3	70	39	58.6
BTF2023.09		52	56	63	43.2	54.5	78.4	54.9	64.8	77.9	75.4	57.5	46.2	60.3
M3DM2024.07		52	56	63	43.2	54.5	78.4	54.9	64.8	77.9	75.4	57.5	46.2	60.3
M3DM2023.09		43.4	54.1	55.2	68.3	60.2	43.3	54	64.4	49.5	69.4	55.1	45	55.2
PatchCore2024.07		43.4	54.1	55.2	68.3	60.2	43.3	54	64.4	49.5	69.4	55.1	45	55.2
M3DM2023.09		40.7	50.6	56.2	67.3	62.7	46.6	55.6	61.7	49.4	57.7	52.8	44.2	53.8