Anomaly Segmentation on VisA (Per-Category Metrics) benchmark leaderboard · SOTA2 Research

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	—