Log Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
97.67F1 Score
48
Jun 9, 2026
99.35F1 Score
20
Apr 23, 2026
99.98F1 Score
17
Apr 15, 2026
99.4F1 Score
17
Apr 15, 2026
99Precision
15
Feb 26, 2026
97Precision
15
Feb 26, 2026
99Precision
15
Feb 26, 2026
99.987Mean F1 Score
11
Feb 26, 2026
100Precision
11
Feb 26, 2026
99.997Precision
11
Feb 26, 2026
99.999Precision
11
Feb 26, 2026
1Precision
11
Feb 26, 2026
100Precision
11
Feb 26, 2026
99.955Precision
11
Feb 26, 2026
100Precision
11
Feb 26, 2026
94.2Mean F1 Score
10
Feb 26, 2026
99.1AUC-ROC
7
Jun 9, 2026
0.999AUROC
7
May 12, 2026
99.9AUROC
7
May 12, 2026
99.6AUROC
7
May 12, 2026
1,633Training Time (s)
6
May 12, 2026
1,587Training Time (s)
6
May 12, 2026
1,520Train Time (s)
6
May 12, 2026
7.72Training Time (Overall, s)
6
Feb 26, 2026
99.7Precision
4
Apr 15, 2026