Time Series Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
77VUS-ROC
27
Mar 30, 2026
0.94VUS-ROC
27
Mar 30, 2026
75VUS-ROC
27
Mar 30, 2026
0.82VUS-ROC
27
Mar 30, 2026
99VUS-ROC
27
Mar 30, 2026
94VUS-ROC
27
Mar 30, 2026
76VUS-ROC
27
Mar 30, 2026
80AUC-ROC
27
Mar 30, 2026
0.73AUC-ROC
27
Mar 30, 2026
78AUC-ROC
27
Mar 30, 2026
99AUC-ROC
27
Mar 30, 2026
94AUC-ROC
27
Mar 30, 2026
0.75AUC-ROC
27
Mar 30, 2026
53Standard F1
27
Mar 30, 2026
97Standard F1
27
Mar 30, 2026
48Standard F1
27
Mar 30, 2026
44Standard F1
27
Mar 30, 2026
29AUC-PR
27
Mar 30, 2026
72AUC-PR
27
Mar 30, 2026
52AUC-PR
27
Mar 30, 2026
0.96AUC-PR
27
Mar 30, 2026
36AUC-PR
27
Mar 30, 2026
87.71F1 Score
26
Jun 18, 2026
69F1
26
Jun 18, 2026
0.997ROC-AUC
26
Apr 1, 2026