Video Anomaly Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
91.27Accuracy
16
Mar 17, 2026
76.6AUC
16
Feb 26, 2026
85.89Frame-level AUROC
15
Jun 19, 2026
88Overall AUC
15
May 22, 2026
0.858AUC-ROC
15
Feb 26, 2026
89Frame-AUC
15
Feb 26, 2026
90.67AP
14
Feb 27, 2026
91Micro AUC
14
Feb 26, 2026
71.4Micro-AUC
13
Feb 26, 2026
70.7Micro-AUC
13
Feb 26, 2026
71.6Micro-AUC
13
Feb 26, 2026
76.55AUC
12
Mar 27, 2026
62.1RBDC
12
Mar 27, 2026
0.81AUC
12
Feb 26, 2026
81.77AP
12
Feb 26, 2026
78.3Micro Score
12
Feb 26, 2026
78.9AUROC
11
May 22, 2026
77.9AUROC
11
May 22, 2026
98.2Recall (Anomalous)
11
May 13, 2026
71.3Assault AUC
11
May 12, 2026
77.6AUC
11
Feb 26, 2026
76.4AUC
11
Feb 26, 2026
0.829AUC ROC
10
Feb 26, 2026
0.22EER
10
Feb 26, 2026
87.56Frame-AUC
10
Jun 19, 2026