Pixel-level Anomaly Localization
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
86.1PRO
33
May 12, 2026
81.1P-PRO
27
May 12, 2026
86.8P-PRO
27
May 12, 2026
94.2P-PRO
27
May 12, 2026
97.5AUROC
14
Jun 15, 2026
93.93P-AUROC
13
May 26, 2026
99.4AUROC
11
Mar 4, 2026
0.738Airplane
11
Feb 26, 2026
71.1sPRO (Logical)
10
Feb 26, 2026
96.2AUROC
8
Apr 10, 2026
95.8AUROC
8
Apr 10, 2026
93.7AUROC
8
Apr 10, 2026
80.2AUROC
8
Mar 31, 2026
97.1AUROC
8
Feb 26, 2026
98AUROC
8
Feb 26, 2026
98.1AUROC
6
Feb 26, 2026
0.751AUC (Pixel-level Localization)
6
Feb 26, 2026
93AUC
5
Feb 26, 2026