Object-level Anomaly Detection on Real3D-AD (test) benchmark leaderboard · SOTA2 Research

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