Time Series Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
68.13AUC
15
Apr 1, 2026
75.97AUC
15
Apr 1, 2026
64.24AUC
15
Apr 1, 2026
65.76AUC
15
Apr 1, 2026
79.7Point-F1
13
May 8, 2026
95.66AUC-R
13
Feb 26, 2026
82.76AUC-R
13
Feb 26, 2026
83.31AUC-R
13
Feb 26, 2026
67.72AUC-R
13
Feb 26, 2026
98.5F1 Score
12
May 12, 2026
96.19F1 Score
12
May 12, 2026
96.94F1 Score
12
May 12, 2026
94.6F1 Score
12
May 12, 2026
51.2F1 Score
12
Apr 16, 2026
69.3Precision
12
Feb 26, 2026
0.841Precision
12
Feb 26, 2026
0.62RF1
12
Feb 26, 2026
0.33RF1
12
Feb 26, 2026
80.9AUC-PR
12
Apr 30, 2026
53.35F1e
11
May 29, 2026
76.18Affiliation-F1
11
Feb 26, 2026
0.923ROC-AUC
11
Feb 26, 2026
98.9ROC-AUC
11
Feb 26, 2026
0.961ROC-AUC
11
Feb 26, 2026
0.981ROC-AUC
11
Feb 26, 2026