Anomaly Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
92.1Img-AUC
7
Mar 4, 2026
1AUROC
7
Feb 26, 2026
0.152Recall
7
Feb 26, 2026
18True Positives (TP)
7
Feb 26, 2026
97.9F1 Score
7
Feb 26, 2026
94.96Recall
7
Feb 26, 2026
90.3AUROC
7
Feb 26, 2026
93.7AUC
7
Feb 26, 2026
96.7AUROC
7
Feb 26, 2026
94.2I-AUROC
7
Feb 26, 2026
0.723capsules
7
Feb 26, 2026
0.743Capsules AUROC
7
Feb 26, 2026
0.989AUROC (carpet)
7
Feb 26, 2026
0.991Carpet AUROC (MVTec AD)
7
Feb 26, 2026
99.6AUROC - Carpet
7
Feb 26, 2026
92.7I-AUROC
7
Feb 26, 2026
0.675I-AUROC
7
Feb 26, 2026
91.8Image AUROC
7
Feb 26, 2026
91.6AUROC (Image Level)
7
Feb 26, 2026
0.74O-AUROC (bucket)
7
Feb 26, 2026
1O-AUROC (cabinet0)
7
Feb 26, 2026
0.74O-AUROC (bucket)
7
Feb 26, 2026
0.04xbox Anomaly Rate
7
Feb 26, 2026
96.6AUROC
7
Feb 26, 2026
98.7I-AUROC
7
Feb 26, 2026