Anomaly Detection and Localization
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
99.9P-AUROC
70
Mar 20, 2026
90.6Image AUROC
26
Apr 7, 2026
89.08AUROC (Image Level)
19
Feb 26, 2026
83.8AUROC
18
May 28, 2026
93.5Image-level AUROC
14
Feb 26, 2026
85.3Image-level AUROC
12
Jun 23, 2026
65.3Image-level AUROC
12
Jun 23, 2026
88.5Image-level AUROC
12
Jun 23, 2026
87.8Image-level AUROC
12
Jun 23, 2026
95.2Image-level AUROC
12
Jun 26, 2026
99.4Image-level AUROC
12
Jun 23, 2026
98.8P-AUROC
12
Feb 26, 2026
98.1I-AUC
11
Apr 7, 2026
98.9I-AUC
9
Jun 30, 2026
96.3I-AUC
9
Jun 30, 2026
84.1I-AUROC
9
Feb 26, 2026
96.2Image AUROC
8
Feb 26, 2026
99.6Image AUROC
8
Feb 26, 2026
99.7Image AUROC
8
Feb 26, 2026
96.4Index Score I
7
Feb 26, 2026
94.7I
7
Feb 26, 2026
98.2Image Score (I)
7
Feb 26, 2026
79.3AUROC (Instance)
3
Mar 20, 2026
83.33BA Recall
3
Feb 26, 2026