Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
84.78F1 Score
532
Mar 17, 2026
99.95F1 Score
375
Jun 5, 2026
99.89F1 Score
348
Jun 23, 2026
100I-AUROC
348
May 18, 2026
99.6AUROC
293
Jul 7, 2026
99.5I-AUROC
178
Jul 7, 2026
100I-AUROC
158
Jun 16, 2026
98.74F1 Score
157
May 26, 2026
99.5ROCAUC
151
Jun 16, 2026
99.6AUC
136
Jun 30, 2026
0.989Mean Score
134
Apr 28, 2026
97.02F1 Score
114
Jun 2, 2026
0.872AUC
113
May 14, 2026
99.6AUROC
105
May 29, 2026
1.73Ranking Position
104
Feb 26, 2026
100Image-level AU-ROC
104
May 28, 2026
99.2AUROC (Image-level)
101
Jul 2, 2026
96.24Precision
95
Mar 20, 2026
95.838Image-level AUROC
93
Jun 15, 2026
99.66Image AUROC
92
May 27, 2026
100AUC
90
Mar 10, 2026
94.82AUROC (Image)
88
Feb 26, 2026
99.35AUC
87
Feb 26, 2026
0.957AUROC
87
Feb 26, 2026
99.8Overall AUROC
83
Feb 26, 2026