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ResearchFormerly WizWand

Anomaly Segmentation on VisA (Per-Category Metrics)

99.4Candle AUROCPatchCore

Evaluation results

Method	Links
PatchCore2023.09		99.4	94.6	99.5	87.7	98.9	95	99.1	84.5	93.7	85.5	99.8	96.4	99.1	94.8	99.9	94.3	99	89.9	99.3	90.8	98.4	89.5	99.1	96	98.8	91.6
RD4AD2023.09		98.7	93.1	99.4	96	94.1	88.3	97.4	82.3	96.7	91.4	99.6	95.3	99.2	96.9	99.7	96	98.6	92.3	99.2	94.8	98.4	90.3	98.7	96.4	98.3	92.8
FAIR2023.09		98	92.5	93.9	96.2	98.8	93.4	98.3	78.8	96.8	88.9	99.7	97.8	91.7	98.3	99.7	91	98.9	90.9	99.3	92.9	97.8	80.8	99.4	95	98.8	91.4
AST2023.09		97.1	90.8	96.7	72.7	97.5	68.1	98.5	87.1	85	57.2	96.8	85.3	90.9	83	99.4	90	95.9	71.8	96.4	71.3	90.5	64.8	98.3	90.5	95.3	77.7
DRAEM2023.09		93.6	92.7	99.1	85.4	81.6	67.6	97.5	58	73.8	80.4	99.4	86.3	99	96.3	97.9	61.1	97.3	76.2	96	83.5	94.9	73.4	87.1	74.6	93.1	78
MIRAGE2026.03		92	—	89	—	97	—	97	—	95	—	95	—	93	—	77	—	92	—	89	—	91	—	99	—	92	—
GLASS2026.03		90	—	93	—	89	—	100	—	93	—	99	—	99	—	74	—	86	—	86	—	93	—	89	—	91	—
DSR2023.09		84.8	79.7	96.8	74.5	97.6	61.5	93.8	58.2	82.9	65.5	87.3	57.7	83.4	52.2	90.5	61.3	96.5	84.9	94.8	79.5	93.5	62.1	97.5	80.5	91.6	68.1
AnomAny2026.03		71	—	73	—	91	—	99	—	91	—	94	—	91	—	69	—	85	—	85	—	85	—	94	—	86	—
RealNet2026.03		62	—	87	—	90	—	92	—	87	—	90	—	89	—	75	—	80	—	85	—	80	—	92	—	84	—