Anomaly Localization
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
99AUROC
23
Feb 26, 2026
99AUROC
23
Apr 8, 2026
95AUROC
22
Mar 23, 2026
98.8AUROC
21
May 28, 2026
98.1AUROC
21
Feb 26, 2026
61.12Accuracy@0.3
19
Jun 16, 2026
65.3Localization Score
19
Mar 4, 2026
59.1Localization Score
19
Mar 4, 2026
60.7Localization Score
19
Mar 4, 2026
78.8Localization Score
19
Mar 4, 2026
89AUROC
19
Mar 23, 2026
99.5AUROC
19
Feb 27, 2026
92.5Mean Score
19
Feb 26, 2026
85.6Logical Pixel sPRO
18
Jun 30, 2026
92.6Pixel AUROC
18
Feb 26, 2026
97.5Pixel AUROC
18
Feb 26, 2026
0.989AUROC
16
Mar 23, 2026
99.2Average P-AUC
16
Feb 26, 2026
99.8P-AUROC
16
Feb 26, 2026
96.7Pixel AUROC
16
Feb 26, 2026
91.8AUROC (pixel-level)
16
Feb 26, 2026
37.02mAP30
14
Jun 25, 2026
64.93mAP30
14
Jun 25, 2026
0.986AUROC
14
Feb 26, 2026
99P-AUROC
14
Feb 26, 2026