Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
97.8Pixel AUROC
32
Jun 30, 2026
86.72Average F1
32
Apr 1, 2026
91AUROC (Image)
32
Feb 26, 2026
91.4AUC-ROC
32
Feb 26, 2026
98.3AUROC
31
Feb 26, 2026
0.925AUC-PR
31
May 6, 2026
98.2AUROC
31
Feb 26, 2026
100I-AUROC
30
Jun 23, 2026
0.994AUC-ROC
30
Jun 16, 2026
99.6AUC
30
May 8, 2026
94F1 Score (Final)
30
Mar 13, 2026
0.928AUC
30
Feb 26, 2026
97.78F1PA
30
Jul 2, 2026
1ashtray0 Score
30
Jul 7, 2026
99.99AUPRC
30
Feb 26, 2026
97AUROC
30
Feb 26, 2026
99.6F1 Score
30
Apr 8, 2026
0.988AUC
30
Feb 26, 2026
95.45F1 Score
30
May 12, 2026
99.4Image-level AU-ROC
30
May 28, 2026
100Image AUROC
29
Feb 26, 2026
0.956Avg AUROC
29
Feb 26, 2026
99.6F1 Score
29
Jun 24, 2026
74.2PA-F1
28
Jul 2, 2026
88.84AUC-PR
28
Jun 15, 2026