Anomaly Detection and Localization on Real-IAD 30 classes 1.0 (test) benchmark leaderboard · SOTA2 Research

Anomaly Detection and Localization on Real-IAD 30 classes 1.0 (test)

87.8Image-level AUROCMambaADv2

Evaluation Results

Method	Links
MambaADv22026.06		87.8	86.4	78.8	98.7	35.5	41.1	91.5	74.3
Dinomaly2026.06		86.5	84.8	77.2	98.6	33.8	39.5	90.8	73
MambaAD2026.06		86.3	84.6	77	98.5	33	38.7	90.5	72.7
UniMMAD†2026.06		86	84	76.5	98.4	33	38.5	90.2	72.4
PromptAD2026.06		84.5	82.5	75.5	98	30	36	89.5	70.9
No-MambAAD2026.06		84.2	82.5	75.5	97.8	32	37.8	89.5	71.3
InvAD2026.06		83.8	81.8	75	97.5	31.5	37.2	89	70.8
UniAD2026.06		83	80.9	74.3	97.3	21.1	29.2	86.7	67.5
RD4AD2026.06		82.4	79	73.9	97.3	25	32.7	89.6	68.6
DeSTSeg2026.06		82.3	79.2	73.2	94.6	37.9	41.7	40.6	64.2
DiAD2026.06		75.6	66.4	69.9	88	2.9	7.1	58.1	52.6
SimpleNet2026.06		57.2	53.4	61.5	75.7	2.8	6.5	39	42.3