Time Series Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.996VUS-ROC
97
Jun 18, 2026
49.3VUS-PR
83
May 25, 2026
98.83Affiliation F1
61
Jun 23, 2026
0.817VUS-ROC
59
Jun 18, 2026
96.61F1 Score
57
Jun 18, 2026
0.823VUS-ROC
55
Jun 18, 2026
95.91F1 Score
44
Jun 18, 2026
0.959VUS-ROC
43
Jun 18, 2026
0.799VUS-ROC
43
Jun 18, 2026
39Standard-F1
38
Mar 30, 2026
76.2AUC-ROC
36
May 12, 2026
47AUC-PR
33
Apr 30, 2026
28AUC-PR
33
Apr 30, 2026
38AUC-PR
33
Apr 30, 2026
94.8R-AP (R-AUC-PR)
32
Jun 23, 2026
0.997R-A-P (R-AUC-PR)
32
Jun 23, 2026
99.7Affiliation Precision
31
May 12, 2026
98.93Affiliation Precision
31
May 12, 2026
96.63Affiliation Precision
31
May 12, 2026
71.93Aff-F1
31
May 12, 2026
66.16F1 Score
29
Jun 18, 2026
97.3F1-score
28
Apr 16, 2026
0.831AUROC
27
Jun 23, 2026
86VUS-ROC
27
Mar 30, 2026
0.91VUS-ROC
27
Mar 30, 2026