Video Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
91.05AUC
288
Jul 2, 2026
0.981AUC
211
Mar 20, 2026
93.7AUC
203
Feb 26, 2026
94.36AUC
189
Jul 2, 2026
89.96AP
189
Jul 2, 2026
88.53AP
136
Jul 2, 2026
0.923Frame-level AUC
112
May 26, 2026
99.6Frame-level AUC
107
May 26, 2026
98.1Frame-level AUC
103
May 26, 2026
93.7AUC (Micro)
85
May 26, 2026
93.8Frame AUC
75
Jun 16, 2026
0.983ROC AUC
61
Jun 16, 2026
100AUC
60
Jul 2, 2026
79.6AUC
55
Jul 2, 2026
97.98Frame-Level AUC
50
Feb 26, 2026
91.9Frame-AUC
49
Apr 2, 2026
90.62AP
36
May 15, 2026
0.85AUC
34
Feb 26, 2026
90.33AUC
32
Feb 26, 2026
98.1AUC
32
May 26, 2026
0.859AUROC
24
Feb 26, 2026
89.9AUC
21
Feb 26, 2026
80.5AUC
20
Apr 2, 2026
88.6AUROC
17
May 22, 2026
88.02Frame-Level AUC
17
Feb 26, 2026