Time Series Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
88.9Affine Precision
16
Jun 23, 2026
100Affiliation Precision
16
Jun 23, 2026
59.9Affinity Precision (Aff-P)
16
Jun 23, 2026
83.5Affiliation Precision
16
Jun 23, 2026
83.6Aff-P
16
Jun 23, 2026
65.8Affiliation Precision
16
Jun 23, 2026
74.2Affinity Precision
16
Jun 23, 2026
66.7Affinity Precision
16
Jun 23, 2026
43VUS-PR
16
Jun 19, 2026
89.7Precision
16
Mar 31, 2026
83.3Precision
16
Mar 31, 2026
100Precision
16
Mar 31, 2026
88.9AUC-ROC
16
Mar 31, 2026
85.7AUC-ROC
16
Mar 31, 2026
97.8AUC-ROC
16
Mar 31, 2026
99AUC-ROC
16
Mar 31, 2026
0.797AUC-ROC
16
Mar 31, 2026
85.4F1 Score
16
Mar 17, 2026
98.9F1-score
16
Mar 17, 2026
97.8F1 Score
16
Mar 17, 2026
94.8F1-score
16
Mar 17, 2026
85.2F1 Score
16
Mar 17, 2026
97.7F1 Score
16
Mar 17, 2026
82.91AUC
15
Apr 1, 2026
66.99AUC
15
Apr 1, 2026