Time Series Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
75VUS-PR
10
Mar 30, 2026
32Precision
10
Feb 26, 2026
17.6Precision
10
Feb 26, 2026
30.5Precision (%)
10
Feb 26, 2026
55.4Precision
10
Feb 26, 2026
91AUC
9
Jun 18, 2026
0.736Affiliation Precision
9
Feb 26, 2026
97.53Precision
8
Jul 8, 2026
98.56Precision
8
Jul 8, 2026
88.24Precision
8
Jul 8, 2026
97.15Affiliation-F1
8
Feb 26, 2026
70.28Precision
8
Feb 26, 2026
576True Positives (TP)
7
May 29, 2026
18.15ADD
7
May 12, 2026
49.57Anomaly Detection Difference (ADD)
7
May 12, 2026
42.83ADD
7
May 12, 2026
84.14AUC-ROC
7
May 12, 2026
98AUC
6
Jun 18, 2026
74AUC
6
Jun 18, 2026
73AUC
6
Jun 18, 2026
64AUC
6
Jun 18, 2026
64AUC
6
Jun 18, 2026
26.2VUS-PR
6
Jun 9, 2026
70.71AUC
6
Apr 1, 2026
1.52Training Time (s/subset)
6
Mar 31, 2026