Video Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
74.5AUC
10
Feb 26, 2026
88.6AUROC
9
May 22, 2026
80.3Frame-level AUC
9
Apr 30, 2026
100AUC
9
Mar 26, 2026
1AUC
9
Mar 26, 2026
0.976AUC
9
Feb 26, 2026
74.25AP
8
Apr 10, 2026
64.4AUC-ROC
8
Feb 26, 2026
86.97AUC-ROC
8
Feb 26, 2026
0.21EER
8
Feb 26, 2026
73.1RBDC
8
Feb 26, 2026
0.821AUC
8
Feb 26, 2026
51.58AUC
7
May 6, 2026
62.1Frame-level AUC
7
Apr 30, 2026
85.9Frame-level AUC
7
Apr 30, 2026
22.77Precision (tIOU=0.5)
7
Apr 13, 2026
4.15Precision (tIOU=0.5)
7
Apr 13, 2026
17.29Precision (tIOU=0.5)
7
Apr 13, 2026
56.58Precision (tIOU=0.5)
7
Apr 13, 2026
74.14AUC
7
Feb 26, 2026
82.6Micro AUC
7
Feb 26, 2026
0.874AUC
7
Feb 26, 2026
0.697AUROC
6
May 22, 2026
95.67Normal Score
6
Feb 26, 2026
88.68AUC (%)
6
Feb 26, 2026