Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
94.7Average (Structural Anomalies)
26
Feb 26, 2026
0.948Cap 0 AUROC
26
Feb 26, 2026
0.983ROCAUC
26
Feb 26, 2026
10.4AUPRC
25
Jun 30, 2026
76.6AUROC
25
Jun 30, 2026
79.2AUROC
25
Jun 30, 2026
169Wins
25
Apr 21, 2026
88.7Mean I-AUROC
25
Apr 8, 2026
99.8VUS-PR
25
Apr 23, 2026
96.7Pixel AUROC
25
Jul 3, 2026
697AUPRC
25
Feb 26, 2026
0.992I-AUROC
25
Feb 26, 2026
91.7AUC
25
Feb 26, 2026
95.7AUPR (Class 0)
25
Feb 26, 2026
94.52ROC-AUC
24
May 29, 2026
95.69ROC-AUC
24
May 29, 2026
97.55ROC-AUC
24
May 29, 2026
80Accuracy
24
Apr 24, 2026
40.03AUPRC
24
May 29, 2026
85.99After-Attack Accuracy
24
Mar 11, 2026
0.929AUROC
24
May 27, 2026
0.986AUROC
24
Feb 26, 2026
87.58AUROC
24
May 27, 2026
115.91Training Time (s/epoch)
24
Jun 2, 2026
98.4AUPRO@30% (Bagel)
23
Mar 5, 2026