Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
97.7Image-level AUROC
10
May 26, 2026
93AUC-ROC
10
Feb 26, 2026
85.8AUC-ROC
10
Feb 26, 2026
0.932AUC-ROC
10
Feb 26, 2026
0.931AUC-ROC
10
Feb 26, 2026
0.97AUROC
10
Feb 26, 2026
0.993AUROC
10
Feb 26, 2026
0.714AUC
10
Feb 26, 2026
0.859AUC
10
Feb 26, 2026
90AUC
10
Feb 26, 2026
0.86AUC
10
Feb 26, 2026
99.9I-AUC (Bagel)
9
Jul 8, 2026
3.3Mean Rank
9
Jun 30, 2026
3.9Mean Rank
9
Jun 30, 2026
85.8Image-level AUC
9
Jun 30, 2026
87.2mAD
9
Jun 23, 2026
74.37AUROC
9
Jun 18, 2026
90.1Image AU-ROC
9
Jun 15, 2026
74Recall
9
Jun 4, 2026
0.729AUC
9
May 27, 2026
96.6Image Score
9
May 27, 2026
1.03GPU Cost (GB)
9
May 12, 2026
82.88Average AUC PR
9
May 11, 2026
85.6Accuracy
9
Apr 28, 2026
93.48Precision
9
Apr 21, 2026