Time Series Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
25.44Performance Gap
6
Mar 4, 2026
58.4MSL Score
6
Feb 26, 2026
98.97Acc
5
Jun 18, 2026
92.02Accuracy
5
Jun 18, 2026
72.3Pt-F1
5
May 8, 2026
65.8AUC
5
Apr 1, 2026
0.4Original-F
5
Mar 9, 2026
100AUC-ROC
5
Feb 26, 2026
0.98AUC-ROC
5
Feb 26, 2026
0.016P-Value
4
Apr 8, 2026
76.3AUC
4
Apr 1, 2026
29Original-F Score
4
Mar 9, 2026
82.2PA-F1
3
May 28, 2026
49VUS-PR
3
May 25, 2026
97.31Affiliation-F1
3
Feb 26, 2026
98.68Accuracy
3
Feb 26, 2026
86.1Accuracy
3
Feb 26, 2026