Image-level Anomaly Detection on ShapeNet Anomaly benchmark leaderboard · SOTA2 Research

Image-level Anomaly Detection on ShapeNet Anomaly

83.8ashtray0 ScoreCM3D-AD

Updated 2mo ago

Evaluation Results

Method	Links
CM3D-AD2026.05		83.8	73.4	73.1	74.3	71.7	82.1	73	78	78.6	82	74	78.3	72.3	76.6	76.5	71.4	76	74.3	73	83.1	77.1	76.1	78.7	73.1	68.1	72.3	78.8	77.3	71	73.8	90.3	78.4	75	77	76	69.8	77	79.4	75.3	76.5	76.2
R3D-AD2026.05		83.3	72	73.3	73.7	78.1	81.9	77.8	74.1	76.7	74.4	65.6	68.3	75.6	82.2	73	68.1	67	77.6	75.7	89	73.8	79.5	75.7	72	63.3	70.7	83.8	76.2	69.6	73.6	90	78.8	72.9	75.2	74.2	63	75.7	77.1	72.1	71.8	74.9
IMRNet2026.05		67.1	66	55.2	70	64	68.1	70.2	68.5	59.9	67.6	71	58	77.1	73.7	77.5	65.2	65.2	64.3	75.7	54.8	72	67.6	59.7	60	64.1	57.3	78	75.5	60.3	67.6	69.6	53.3	75.7	61.4	70	52.4	67.6	63.5	63	59.4	65.9
Reg3D-AD2026.05		59.7	70.6	48.6	69.5	52.5	67.1	52.5	49	34.8	66.3	59.3	61	75.2	69.3	72.5	64.3	46.7	51	53.8	34.3	53.7	61	60	38.1	61.4	36.7	59.2	41.4	68.8	67.6	64.1	53.3	70.2	60.5	65	50	52	46.2	62	59.4	57.2
Patchcore2026.05		59.1	60.1	51.3	60.1	65	52.3	62.9	45.8	57.9	50.1	59.3	59.3	56.1	58.9	47.6	72.7	53.8	61	55.6	67.7	59.1	62.7	55.6	55.2	44.7	42.4	48.3	48.8	52.3	45.8	53.8	44.7	55.2	74.1	46	51.6	57.9	65	66.3	62.9	56.2
Patchcore2026.05		58.7	57.1	60.4	66.7	57.2	50.4	63.9	61.5	53.7	49.4	55.8	46.9	55.1	58	45.3	75.7	79	60	58.6	65.7	58.3	63.7	54.6	48.4	42.5	40.4	47.2	38.8	49.4	75.3	76.6	45.5	42.3	72.1	44.9	50.6	41.7	69.3	66.2	66	56.8
BTF2026.05		57.8	41	59.7	51	56.8	56.4	26.4	52.5	38.5	66.4	41.7	61.7	32.1	66.8	52.7	46.8	37.3	40.3	52.1	52.5	37.8	51.5	55.3	34.9	60.2	52.6	42	56.3	16.4	52.5	57.3	53.1	54.9	41	71.7	42.5	58.5	44.8	42.4	56.4	49.3
M3DM2026.05		57.7	53.7	57.4	63.7	54.1	63.4	66.3	68.4	61.7	46.4	40.9	30.9	50.1	55.7	42.3	77.7	63.9	53.9	55.6	62.7	57.7	61.7	52.6	42.7	62.3	37.4	44.1	35.7	56.4	75.4	73.9	42.3	42.7	73.7	43.9	47.6	31.7	65.7	66.3	66.3	55.2
BTF2026.05		42	54.6	34.4	54.6	32.2	50.9	66.8	51	49	60.9	69.9	40.1	63.3	61.8	52.2	52	58.6	58.6	61	71.9	52	49	57.1	71.9	54.2	44.4	42.4	67.1	60.9	56	54.6	34.2	21.9	54.6	69.9	51	40.9	51.8	66.8	26.8	52.8
CPMF2026.05		35.3	64.3	52	48.2	40.5	78.3	63.9	62.5	65.8	68.3	68.5	48.2	60.1	60.1	55.1	55.3	69.7	49.7	49.9	68.9	64.3	45.8	55.5	58.9	46.2	52	61	50.9	68.5	35.9	69.7	45.1	34.5	58.2	58.2	51.4	61.8	39.7	52.9	60.9	55.9