Anomaly Localization
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
99.9Pixel AUROC
543
Jun 30, 2026
100Pixel AUROC
211
Jun 16, 2026
0.994P-AUROC
127
Apr 23, 2026
0.994Pixel AUROC
81
May 18, 2026
99.6AUC
78
Mar 23, 2026
94.7AUPRO
68
Jun 15, 2026
99.7AUROC (Unified)
52
Feb 26, 2026
99.6AUROC (Pixel)
47
Mar 25, 2026
98.9P-AUROC
43
Mar 31, 2026
93.1PRO
41
May 12, 2026
97.37AUPRO @30%
39
Jul 8, 2026
98.8AUROC
38
Jun 15, 2026
98.6avg AUROC
32
Feb 26, 2026
97.6AUROC
30
Feb 26, 2026
99.5P-AUROC
30
Apr 8, 2026
97.7AUPRO (Mean)
29
May 29, 2026
99.35Pixel AUROC
29
Feb 26, 2026
98.4AUROC
29
Apr 15, 2026
0.901Pixel AUROC
28
Feb 26, 2026
99.4AUROC
27
Mar 23, 2026
92AUROC
26
Mar 23, 2026
94.8AUROC
26
Mar 23, 2026
99.5AUROC
26
Mar 23, 2026
98.6I-AUC
24
Jun 9, 2026
98Avg Pixel AUROC
24
Mar 25, 2026