Tabular Anomaly Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.782AUC ROC
86
May 12, 2026
0.997AUC-ROC
83
May 12, 2026
1AUC-ROC
72
May 12, 2026
99.9AUC-ROC
72
May 12, 2026
99.21AUC-ROC
66
May 12, 2026
1AUC-ROC
55
May 12, 2026
96.83AUC-ROC
52
Jun 4, 2026
0.836AUC-ROC
46
May 12, 2026
0.968AUC-ROC
39
May 12, 2026
0.6AUC-ROC
30
Feb 26, 2026
0.894AUC-ROC
30
Feb 26, 2026
0.991AUC-ROC
30
May 12, 2026
1AUC-ROC
30
May 12, 2026
0.843AUC-ROC
30
May 12, 2026
1AUC ROC
30
Feb 26, 2026
0.915AUC-ROC
30
May 12, 2026
0.807AUC-ROC
30
May 12, 2026
0.965AUC-ROC
30
Feb 26, 2026
0.791AUC-ROC
30
Feb 26, 2026
1AUC-ROC
30
Feb 26, 2026
0.959AUC-ROC
23
Feb 26, 2026
1AUC-ROC
23
Feb 26, 2026
59.53Average F1
16
May 12, 2026
66.67F1 Score
16
May 12, 2026
95.77F1 Score
16
May 12, 2026