3D Anomaly Localization on Real3D-AD benchmark leaderboard · SOTA2 Research

3D Anomaly Localization on Real3D-AD

85.1AirplaneSDF-Net

Evaluation Results

Method	Links
SDF-Net2026.05		85.1	83.3	84.3	85.4	85.2	82.8	86.2	78.1	87.9	89.3	89.1	86.2	85.2
CASL2026.05		84.2	90.5	93.2	71.3	98.8	89.5	93.5	91.6	81.4	87.3	83.9	93.7	88.2
PASDF2025.05		77.7	80.2	54.6	76.8	69.9	78.2	83.7	65.4	88.7	64.8	70.3	83.8	74.5
PASDF2026.05		77.7	80.2	54.6	76.8	69.9	78.2	83.7	65.4	88.7	64.8	70.3	83.8	74.5
ISMP2026.05		75.3	83.6	90.7	79.8	92.6	87.6	88.6	85.7	81.3	83.9	64.1	89.5	83.6
BTF2024.08		73.8	70.8	86.4	69.3	88.2	87.5	70.9	89.1	51.2	57.1	50.1	81.5	73
BTF2025.05		73.8	70.8	86.4	73.5	88.2	87.5	70.9	89.1	51.2	57.1	50.1	81.5	73.3
BTF2026.05		73.8	70.8	86.4	73.5	88.2	87.5	70.9	89.1	51.2	57.1	50.1	81.5	73.3
R3D-AD2025.05		73	64.7	53.9	78.9	70.7	69.1	60.2	68.6	59.6	39.6	53	70.3	63.5
DUS-Net2026.05		72.1	89.6	88.4	83.8	93.8	79.3	91	84.8	80.1	87.2	79.9	86.1	84.7
Group3AD2024.08		63.6	74.5	73.8	75.9	86.2	63.1	83.6	56.4	82.7	79.8	62.5	80.3	73.5
Group3AD2025.05		63.6	74.5	73.8	75.9	86.2	63.1	83.6	56.4	82.7	79.8	62.5	80.3	73.5
Reg3D-AD2024.08		63.1	71.8	72.4	67.6	83.5	50.3	82.6	54.5	81.7	81.1	61.7	75.9	70.5
RegAD2025.05		63.1	71.8	72.4	67.6	83.5	50.3	82.6	54.5	81.7	81.1	61.7	75.9	70.5
Reg3D-AD2026.05		63.1	71.8	72.4	67.6	83.5	50.3	82.6	54.5	81.7	81.1	61.7	75.9	70.5
CPMF2024.08		61.8	83.6	73.4	55.9	75.3	71.9	98.8	44.9	96.2	72.5	80	95.9	75.8
R3D-AD2026.05		59.4	55.7	59.3	62	55.5	63.5	57.3	66.8	56.2	57.8	60.8	56.8	59.2
PatchCore2024.08		57.9	61	63.5	68.3	77.6	43.9	71.4	51.4	66	72.5	64.1	72.7	64.2
PatchCore2025.05		57.9	61	63.5	68.3	77.6	43.9	71.4	51.4	66	72.5	64.1	72.7	64.2
PatchCore2026.05		56.9	60.9	62.7	72.9	71.8	52.8	71.7	44.4	63.3	70.9	58	58	62
BTF2024.08		56.4	64.7	73.5	60.8	56.3	60.1	51.4	59.7	52	48.9	39.2	62.3	57.1
BTF2025.05		56.4	64.7	73.5	60.9	56.3	60.1	51.4	59.7	52	48.9	39.2	62.3	57.1
BTF2026.05		56.4	64.7	73.5	60.9	56.3	60.1	51.4	59.7	52	48.9	39.2	62.3	57.1
PatchCore2026.05		56.2	75.4	78	42.9	82.8	26.4	82.9	91	73.9	73.9	60.6	74.7	68.2
PatchCore2024.08		55.6	74	74.9	55.8	85.4	65.8	78.1	53.9	80.8	75.3	61.3	54.9	68
PatchCore2025.05		55.6	74	74.9	55.8	85.4	65.8	78.1	53.9	80.8	75.3	61.3	54.9	68
M3DM2026.05		54.7	60.2	67.9	67.8	60.8	66.7	60.6	67.4	56	73.8	53.2	68.2	63.1
M3DM2024.08		53	60.7	68.3	73.5	61.8	67.8	60	65.4	56.1	74.8	55.5	67.9	63.7
M3DM2025.05		53	60.7	68.3	73.5	61.8	67.8	60	65.4	56.1	74.8	55.5	67.9	63.7
M3DM2024.08		52.3	59.3	68.2	79	59.4	66.8	58.9	64.6	57.4	73.2	56.3	67.7	63.6
M3DM2025.05		52.3	59.3	68.2	79	59.4	66.8	58.9	64.6	57.4	73.2	56.3	67.7	63.6
PatchCore2024.08		47.1	64.3	63.7	61.8	76	43	46.4	83	54.4	59.6	52.2	41.1	57.7
PatchCore2025.05		47.1	64.3	63.7	61.8	76	43	46.4	83	54.4	59.6	52.2	41.1	57.7