Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.5False Alarm Rate
14
Feb 26, 2026
93.3I-AUROC
13
Jul 3, 2026
92.5I-AUROC
13
Jul 3, 2026
93Instance-level AUC (Avg)
13
Jun 26, 2026
98.4I-AUC (Average)
13
Jun 26, 2026
1.1Average Time Cost (s)
13
Jun 2, 2026
1Average Time Cost
13
Jun 2, 2026
1.4Average Time Cost
13
Jun 2, 2026
98.1Precision (Pre)
13
Jun 2, 2026
96.2Precision
13
Jun 2, 2026
92Precision
13
Jun 2, 2026
94.6Precision
13
Jun 2, 2026
94.3Precision
13
Jun 2, 2026
98.7Precision
13
Jun 2, 2026
99.9Precision
13
Jun 2, 2026
95.5Precision
13
Jun 2, 2026
91.7Accuracy
13
Jun 1, 2026
20.2AUC (Specificity 95-100%)
13
May 4, 2026
98.77Precision
13
Apr 23, 2026
79.48Mean AUPR (Confounder)
13
Mar 24, 2026
88.25Mechanism Mean AUPR
13
Mar 24, 2026
0.294Confounder Mean AUPR
13
Mar 24, 2026
52.29AUROC
13
Mar 24, 2026
0.523AUROC
13
Mar 24, 2026
68.51AUROC
13
Mar 24, 2026