Anomaly Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
100AUC
5
Feb 26, 2026
0.983AUC
5
Feb 26, 2026
0.93AUC
5
Feb 26, 2026
99.6AUC
5
Feb 26, 2026
0.83AUC
5
Feb 26, 2026
67.38Anomaly Subset AUC
5
Feb 26, 2026
70.21AUC
5
Feb 26, 2026
98.23AUC
5
Feb 26, 2026
90Accuracy
5
Feb 26, 2026
19Anomalous Event Detected Rate
5
Feb 26, 2026
0.61Anomalous Event Detected (%)
5
Feb 26, 2026
92.1I-AUROC
5
Feb 26, 2026
1AUROC
4
Jul 8, 2026
99.77AUC-ROC (Airplane)
4
Jun 4, 2026
99.72Airplane AUC
4
Jun 4, 2026
99.56Airplane AUC-ROC
4
Jun 4, 2026
81.6AUC-PR
4
Jun 1, 2026
99.8AUROC
4
May 28, 2026
99.8AUROC
4
May 28, 2026
99.2AUROC
4
May 28, 2026
11.73AUC PR
4
May 11, 2026
57.75Average AUC PR
4
May 11, 2026
54.65Average AUC PR
4
May 11, 2026
6.22Average AUC PR
4
May 11, 2026
70.5AUROC
4
Apr 16, 2026