Anomaly Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
89.44Avg Score
5
Jul 7, 2026
92.2Average Score
5
Jul 7, 2026
91.59Average Score
5
Jul 7, 2026
92.59Average Score
5
Jul 7, 2026
65.2Precision@5%
5
Jun 30, 2026
0.855All AUROC
5
Jun 25, 2026
0.981AUC-ROC (DV/DT)
5
Jun 1, 2026
93.71Accuracy
5
Jun 1, 2026
83.2AUROC
5
May 19, 2026
94.6AUROC
5
May 19, 2026
0.95Precision
5
May 18, 2026
0.829P-AUC
5
May 13, 2026
59.4I-AUC
5
May 13, 2026
77I-AUC
5
May 13, 2026
91.8I-AUC
5
May 13, 2026
67.4Mean Anomaly AUROC
5
May 6, 2026
68.9Mean Anomaly AUROC
5
May 6, 2026
82.8Mean Anomaly AUROC
5
May 6, 2026
0.564AUC-PR
5
Apr 30, 2026
58.9Average F1 (bbox only)
5
Apr 23, 2026
86.72AUROC
5
Apr 16, 2026
0.752AUC
5
Apr 6, 2026
93Average Precision
5
Apr 3, 2026
99Average Precision
5
Apr 3, 2026
79AP
5
Apr 3, 2026