Pixel-level Anomaly Detection on Open-Industry benchmark leaderboard · SOTA2 Research

Pixel-level Anomaly Detection on Open-Industry

71.85Square Taper Washer ScoreOpen3D-AD

Evaluation Results

Method	Links
Open3D-AD2026.04		71.85	75.57	69.48	78.76	73.7	70.34	64.75	71.67	64.89	74.21	70.89	60.44	56.97	72.11	82.16	70.52
Open3D-AD2026.04		70.25	84.82	73.21	84.25	85.34	87	68.31	69.61	68.09	87.32	81.61	62.89	60.38	75.01	86.21	76.29
DRApm2026.04		57.85	59.38	50.72	62.44	52.95	53.63	59.73	62.36	53.79	59.02	55.18	50.8	51.47	54.06	52.77	55.74
DRApm2026.04		56.02	58.75	49.4	56.98	49.62	54.29	56.12	66.06	51.65	55.51	52.13	49.91	49.69	57.9	51.29	54.35
DRApb2026.04		51.7	50.56	49.17	58.74	50.79	48.03	51.81	57.44	50.81	53.37	49.1	53.1	50.52	52.8	52.52	52.03
DRApb2026.04		51.39	51.61	50.22	51.4	51.75	48.88	51.16	49.58	51.89	53.76	49.71	53.77	48.86	52.71	52.42	51.27
DevNetpb2026.04		51.31	49.2	48.94	49.6	50.88	49.56	50.41	49.2	50.99	49.87	52.16	56.04	49.56	50.04	49.66	50.49
DevNetpm2026.04		50.94	48.1	51.18	48.16	51.22	47.62	50.28	51	51.25	49.59	53.08	51.36	50.85	50.31	54.42	50.62
DevNetpb2026.04		50.88	48.83	49.37	49.26	51.12	49.21	49.8	49.58	50.09	49.52	51.91	54.91	49.53	50.47	50.85	50.36
DevNetpm2026.04		49.95	51.1	49.28	52.94	48.99	49.75	51.09	52.24	51.04	51.66	50.8	52.18	51.55	52.77	53.88	51.28