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Anomaly Classification on MVTec AD (Accuracy Breakdown)

88.37Accuracy (bottle)

AnoDiff

Updated 6d ago

Evaluation Results

Method	Links
AnoDiff 2026.03		88.37	-	76.56	44	58.06	60	81.25	65.08	82.81	64.58	29.63	92.98	75	78.57	86.59	70.25	-
O2MAG 2026.03		86.05	-	76.56	77.33	74.19	80	95.83	92.06	84.38	72.92	56.79	100	92.86	78.57	85.37	82.35	-
SeaS 2026.03		81.4	-	48.44	33.33	38.71	47.5	81.25	61.9	68.75	18.75	56.79	89.47	57.14	76.19	34.15	56.7	-
TF2 2026.03		79.36	-	60	53.12	55.05	47.36	88.88	46.06	72.04	34.75	40.33	88.09	67.5	70	63.86	61.88	-
DualAnoDiff† 2025.07		79.07	-	78.12	70.67	79.03	80	89.58	90.48	89.06	56.25	70.37	100	71.43	85.71	75.61	79.67	-
MAGIC 2025.07		76.74	-	68.75	58.67	62.9	60	97.92	85.71	90.62	67.71	82.72	100	89.29	73.81	78.05	78.06	-
DualAnoDiff 2025.07		72.09	-	56.25	48	70.97	60	85.42	84.13	76.56	33.33	58.02	98.25	71.43	71.43	73.17	68.5	-
DualAno 2026.03		67.44	-	57.81	50.67	62.9	67.5	79.17	84.13	73.44	41.67	39.51	100	78.57	90.48	24.39	65.55	-
DualAnoDiff* 2025.07		58.14	-	56.25	53.33	67.74	70	83.33	95.24	70.31	50	48.15	100	67.86	92.86	26.83	67.15	-
DFMGAN 2026.03		56.59	-	45.31	37.23	47.31	40.83	81.94	49.73	64.58	29.52	37.45	74.85	52.38	49.21	27.64	49.61	-
AnoDiff 2025.07		-	64.9	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
AnoGen 2025.07		-	56.92	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DualAnoDiff 2025.07		-	68.5	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
SeaS 2025.07		-	52.73	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
MAGIC 2025.07		-	78.06	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
AnoDiff 2026.04		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	68.4
AnoGen 2026.04		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	61.4
DualAnoDiff 2026.04		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	64
SeaS 2026.04		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	59.1
AnyDoor 2026.04		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	61.8
InsertAny 2026.04		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	63.6
UniDG-SFT 2026.04		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	74.9
UniDG-RFT 2026.04		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	77.4