Tabular Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
72.69F1 Score
16
May 12, 2026
54.07F1 Score
16
May 12, 2026
88.1F1 Score
16
May 12, 2026
54.35F1 Score
16
May 12, 2026
65.09F1 Score
16
May 12, 2026
24.1F1 Score
16
Feb 26, 2026
17.4F1 Score
16
Feb 26, 2026
46.5F1 Score
16
Feb 26, 2026
1F1 Score
16
Feb 26, 2026
1F1 Score
16
Feb 26, 2026
40.5F1 Score
16
Feb 26, 2026
76.6AUC-ROC
16
Feb 26, 2026
0.589AUC-ROC
16
Feb 26, 2026
1AUC-ROC
16
Feb 26, 2026
87.3AUC-ROC
16
Feb 26, 2026
52.56F1 Score
14
May 12, 2026
0.676AUC-ROC
14
Feb 26, 2026
1AUC ROC
14
Feb 26, 2026
0.632AUC ROC
14
Feb 26, 2026
100AUC-ROC
14
Feb 26, 2026
0.842AUC ROC
14
Feb 26, 2026
0.936AUC ROC
14
Feb 26, 2026
0.865AUC-ROC
14
Feb 26, 2026
47.33F1 Score
13
May 12, 2026