Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
100AP-I
80
Mar 20, 2026
100I-AUROC
78
Mar 26, 2026
0.993P-AUROC
74
May 25, 2026
98.97AUROC
72
Feb 26, 2026
0.984AUROC
71
Apr 6, 2026
0.902AUROC
68
Feb 26, 2026
100Image AUROC
67
Mar 25, 2026
97.3AUROC (Image-level, det.)
67
Jun 30, 2026
99.6AUC
65
Feb 26, 2026
1AUC-ROC
64
Mar 31, 2026
100AUC
64
Jun 15, 2026
96.5Image-level AUROC
63
May 25, 2026
88I-AUROC
63
May 25, 2026
98.37AUC
62
May 12, 2026
0.996Clean AUROC
62
Apr 23, 2026
1AUC
61
Mar 31, 2026
0.967AUC-ROC
59
May 28, 2026
96.3AUROC (image-level)
57
Mar 4, 2026
99.2Image-level AUROC
57
Mar 4, 2026
94.3Image-level AUROC
57
Mar 4, 2026
0.996AUC
57
Feb 26, 2026
97.3Image-level AUROC
57
Mar 26, 2026
0.911AUC-ROC
55
Jun 16, 2026
99.7AUROC
55
May 21, 2026
92.9Frame AUC (Micro)
55
Feb 26, 2026