Abnormal Event Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
99.8AUC
163
May 12, 2026
99.8AUC
146
Feb 26, 2026
66.04RBDC
37
Feb 26, 2026
97.4Frame AUC
33
Feb 26, 2026
0.974AUC
28
Feb 26, 2026
90.4Frame AUC
27
Feb 26, 2026
99.7Frame AUC (All Scenes)
25
Feb 26, 2026
19Correct Detections
14
Feb 26, 2026
99.6Frame-level AUC
13
Feb 26, 2026
96.5AUC
12
Feb 26, 2026
97.4AUC
12
Feb 26, 2026
94.3AUC
11
Feb 26, 2026
61True Positives
11
Feb 26, 2026
95.1AUC
9
Feb 26, 2026
94.3Frame AUC (Entrance gate)
7
Feb 26, 2026
80Frame AUC
5
Feb 26, 2026
92.2AUC
3
Feb 26, 2026
93.7AUC
3
Feb 26, 2026
45Correct Detection
3
Feb 26, 2026
91.1Frame AUC
2
Feb 26, 2026