Time Series Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
99.9A-R Score
16
Jun 23, 2026
92.1A-R Score
16
Jun 23, 2026
82.4A-R Score
16
Jun 23, 2026
0.585A-R Score
16
Jun 23, 2026
83.1A-R
16
Jun 23, 2026
81.1Anomaly Recall (A-R)
16
Jun 23, 2026
0.652A-R Score
16
Jun 23, 2026
81.6A-R Score
16
Jun 23, 2026
97.4A-R
16
Jun 23, 2026
0.97A-R Score
16
Jun 23, 2026
83.8A-R
16
Jun 23, 2026
79.5A-R
16
Jun 23, 2026
61.5A-P (AUC-PR)
16
Jun 23, 2026
0.77A-P (AUC-PR)
16
Jun 23, 2026
77.3AP (AUC-PR)
16
Jun 23, 2026
24.5A-P (AUC-PR)
16
Jun 23, 2026
0.738A-P (AUC-PR)
16
Jun 23, 2026
18.8Anomaly Precision (AUC-PR)
16
Jun 23, 2026
0.468A-P (AUC-PR)
16
Jun 23, 2026
7.6AUC-PR
16
Jun 23, 2026
44.7AUC-PR
16
Jun 23, 2026
0.116AUC-PR
16
Jun 23, 2026
0.003AP (AUC-PR)
16
Jun 23, 2026
89.2Affiliated F1
16
Jun 23, 2026
91.6Affiliated F1 Score
16
Jun 23, 2026