Anomaly Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
88.37Accuracy (bottle)
10
Apr 13, 2026
48.33F1-Score
10
Feb 26, 2026
0.97AUC
10
Feb 26, 2026
0.995Class 0 AUC
9
Feb 26, 2026
77.2AUROC
8
Feb 26, 2026
70.44Accuracy
7
Jun 9, 2026
83.26AUROC (Ct)
7
May 27, 2026
85.16AUROC (Ct)
7
May 27, 2026
87.55AUROC (Ct)
7
May 27, 2026
97.9I-AUROC
7
Feb 26, 2026
97.1I-AUROC
7
Feb 26, 2026
98.4I-AUROC
7
Feb 26, 2026
95.1I-AUROC
7
Feb 26, 2026
81.8I-AUROC
7
Feb 26, 2026
97.5Image-AUC
7
Feb 26, 2026
90.6Image AUC
7
Feb 26, 2026
93.1Image-AUC
7
Feb 26, 2026
0.854Image-AUC
7
Feb 26, 2026
94.6Image AUC
7
Feb 26, 2026
96.5AUROC
6
Apr 28, 2026
51.89F1-Score
6
Feb 26, 2026
53.33Accuracy
5
Mar 4, 2026
84.6AU ROC (cls)
5
Feb 26, 2026
86.87F1-max (cls)
5
Feb 26, 2026
98.4AUROC
4
Feb 26, 2026