Image-level Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
99.7Overall AUROC
106
Jun 15, 2026
99.7AP (Image)
89
Jun 15, 2026
99.8AUROC
82
Apr 10, 2026
98.7AUC
80
Apr 10, 2026
97.6AUROC
54
Apr 10, 2026
98.2AUROC
37
Mar 31, 2026
99.86AUROC
33
Mar 4, 2026
98.1AUROC
31
Mar 9, 2026
86AUROC (Logical)
26
Feb 26, 2026
99.6AUROC
25
Feb 26, 2026
89AUROC
22
Feb 26, 2026
98.1AUROC
21
Feb 26, 2026
97.6Average ROCAUC
20
Feb 26, 2026
98.5AUROC
19
Mar 4, 2026
90.1AUROC
16
May 26, 2026
71.15I-AUROC
13
May 26, 2026
96.2AUROC
13
Mar 4, 2026
94.8AUROC
13
Feb 26, 2026
0.939AUROC
13
Feb 26, 2026
97.3AUROC
12
Feb 26, 2026
95.8AUROC
12
Feb 26, 2026
0.978AUROC
12
Feb 26, 2026
99.8Sensitivity (S)
11
Feb 26, 2026
83.8ashtray0 Score
10
May 8, 2026
93.33Similar AUROC
10
Feb 27, 2026