Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
96.2I-AUROC (Structural)
36
Jun 30, 2026
1F1 Score
35
Mar 17, 2026
0.987AUC
35
Feb 26, 2026
0.959ROCAUC
35
Feb 26, 2026
95.3AUROC
35
Mar 17, 2026
99.4Mean AUROC
34
Apr 23, 2026
90.43Mean AUCROC
34
Jun 12, 2026
52VUS-PR
34
Mar 5, 2026
13AUC-PR
34
May 29, 2026
47.73RBDC
34
Feb 26, 2026
85Accuracy
33
Apr 9, 2026
84.06AUC-PR
33
May 12, 2026
98.95AUC-PR
33
May 12, 2026
57.5AUC-PR
33
May 12, 2026
94F1 Score (final)
33
Mar 13, 2026
93F1 Score (final)
33
Mar 13, 2026
94.08F1 Score
33
Apr 8, 2026
99.33AUC-ROC
33
Mar 31, 2026
0.985AUC-ROC
33
Mar 31, 2026
60.46AUPRC
33
Mar 17, 2026
75.9AUCPR
33
Feb 26, 2026
0.921AUCROC
33
Feb 26, 2026
0.996AUROC
33
Feb 26, 2026
99.05I-AUC
32
Jun 9, 2026
93.5PRO
32
Feb 26, 2026