Pixel-level Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
99.7Pixel AUROC
127
Feb 26, 2026
96.22PRO
54
May 28, 2026
98.5AUROC
44
May 28, 2026
98.4AUROC
44
May 28, 2026
90.4AUROC
39
Apr 14, 2026
89.9AUROC
23
Mar 4, 2026
99.1AUROC
22
Feb 26, 2026
91AUROC
20
May 28, 2026
97.7AUROC
19
Feb 26, 2026
99AUROC
19
May 28, 2026
91.3PRO Score (Same Category)
16
Jun 9, 2026
0.991AUROC
15
May 28, 2026
98.8AUROC
13
Mar 4, 2026
99.4AUROC
13
Feb 26, 2026
99.6AUROC
12
Feb 26, 2026
97.3AUROC
12
Feb 26, 2026
97.5AUROC
11
Feb 26, 2026
90.7AUROC
11
May 13, 2026
71.85Square Taper Washer Score
10
Apr 2, 2026
99.1AUROC
10
Feb 26, 2026
71.1sPRO (Logical)
10
Feb 26, 2026
98.4AUROC
9
Feb 26, 2026
0.989Carpet Score
9
Feb 26, 2026
0.981AUROC
8
Feb 26, 2026
97AUROC
7
Mar 4, 2026