Time Series Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
61.6Accuracy @1
25
May 27, 2026
87.82Delayed-F1
25
May 29, 2026
38F1 Score (Standard)
25
May 29, 2026
0.332VUS-PR
25
Apr 21, 2026
76.02AUC Recall (AUC-R)
25
Jun 23, 2026
49.13F1 Score
24
May 27, 2026
0.989F1 Score
24
May 29, 2026
94.25F1 Score
24
May 29, 2026
22.13F1-@K
24
Feb 26, 2026
46.31F1-@K
24
Feb 26, 2026
0.908VUS-ROC
23
Jun 18, 2026
70.8Top-1 Accuracy
23
Feb 26, 2026
85.34Affiliation F1
21
Jun 23, 2026
105VUS-PR
21
Mar 30, 2026
38VUS PR
21
Mar 30, 2026
55VUS-PR
20
Jun 19, 2026
0.32CCE
20
Apr 3, 2026
-7.41CCE
20
Apr 3, 2026
83.58AUC
20
Apr 1, 2026
97Precision
18
Mar 31, 2026
55.03VUS-PR
18
Mar 30, 2026
55.8AUC-PR
17
Mar 16, 2026
0.879A-R
16
Jun 23, 2026
95.7A-R
16
Jun 23, 2026
98.2A-R
16
Jun 23, 2026