Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
98.57AUC (1% Injection)
12
Mar 4, 2026
96.913AUCP
12
Mar 4, 2026
0.755AUROC
12
May 27, 2026
57.7AUPRC
12
Feb 26, 2026
54.9AUPRC
12
Feb 26, 2026
96AUROC
12
Feb 26, 2026
0.936Image AUROC
12
Feb 26, 2026
100AUROC (Carpet)
12
Feb 26, 2026
96AUROC
12
Feb 26, 2026
14Parameters (M)
12
Feb 26, 2026
85Image-level F1 Score
12
Feb 26, 2026
84.9F1 Score (Image-level)
12
Feb 26, 2026
87.1Image-level F1 Score
12
Feb 26, 2026
87.7F1 Score (Image-level)
12
Feb 26, 2026
89Image-level AUROC
12
Feb 26, 2026
85.7Image-level AUROC
12
Feb 26, 2026
92.8Image-level AUROC
12
Feb 26, 2026
67.8AUC
12
Apr 15, 2026
96.3AUC
12
Feb 26, 2026
72.2AUC
12
Feb 26, 2026
62.4AUC
12
Feb 26, 2026
0.727AUC
12
Feb 26, 2026
62AUC
12
Feb 26, 2026
73.1AUC
12
Feb 26, 2026
62.3AUC
12
Feb 26, 2026