Video Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
12,112FPS
6
Feb 26, 2026
79.18AUC
5
Jul 2, 2026
45.94AP
5
Mar 11, 2026
0.684AUC
5
Feb 26, 2026
24.26RBDC
5
Feb 26, 2026
72.8AUROC
5
Feb 26, 2026
0.953AUC
5
Feb 26, 2026
56.4Anomalous Video Recall
4
May 13, 2026
0.725AUC
4
Apr 6, 2026
64.17AUC
4
Mar 27, 2026
17.77mAP@0.1
4
Feb 26, 2026
69.55AUC-ROC
4
Feb 26, 2026
90.6Macro AUROC
4
Feb 26, 2026
79.55Frame-level AUROC
3
Jun 19, 2026
85.9AUC
3
May 12, 2026
30.65RBDC
3
Feb 26, 2026
67.12Frame-AUC
3
Feb 26, 2026
0.754ROC AUC
3
Feb 26, 2026
98.81Frame-level AUC
2
Mar 17, 2026
2.5Update Time
2
Feb 26, 2026
—
—Primary metric
0
Feb 26, 2026