Image-level Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
99.6AUROC
10
Feb 26, 2026
89.1I-F1
9
May 12, 2026
83I-F1
9
May 12, 2026
95.7Image F1 Score
9
May 12, 2026
88.5I-F1
9
May 12, 2026
97.9I-F1
9
May 12, 2026
89.2I-F1
9
May 12, 2026
82.1I-F1
9
May 12, 2026
95.4F1 Score (Image)
9
May 12, 2026
86.3I-F1
9
May 12, 2026
97.7I-F1
9
May 12, 2026
88.9F1 Score
9
May 12, 2026
81I-F1
9
May 12, 2026
94.6Image F1 Score
9
May 12, 2026
85.5I-F1
9
May 12, 2026
97.6I-F1
9
May 12, 2026
84.9AUROC
8
Feb 26, 2026
95.4AUROC
8
Feb 26, 2026
99.6I-AUROC
8
Feb 26, 2026
0.821AUC
7
Feb 26, 2026
96.6AUROC
7
Feb 26, 2026
95.7AUROC
7
Feb 26, 2026
0.725Average ROCAUC
7
Feb 26, 2026
90.99I-AUROC
6
May 27, 2026
92.08I-AUROC
6
May 27, 2026