Anomaly Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
91.46AUC
72
Feb 26, 2026
99.11AUC (%)
68
Feb 26, 2026
99.93AUC
54
Feb 26, 2026
99.6AUROC (Image)
50
Apr 10, 2026
95.9AUC
47
Feb 26, 2026
90.14AUC
40
Feb 26, 2026
92.6AUROC (cls)
34
Feb 26, 2026
97.9AUROC (Classification)
27
May 18, 2026
84.06AUC
26
Feb 26, 2026
88.15AUC
24
Feb 26, 2026
0.421NMI
21
Feb 26, 2026
99.9Image AUC
21
Feb 26, 2026
94.7AUROC (cls)
20
Feb 26, 2026
95.2AUROC
17
Feb 26, 2026
99.8Average Image AUROC
16
May 27, 2026
85.9AUC (%)
16
Feb 26, 2026
0.944AUC
16
Feb 26, 2026
73.8AUROC
15
Feb 26, 2026
96.55Ct AUROC (%)
14
May 27, 2026
65Accuracy
13
Feb 26, 2026
79Image AUC
13
Apr 28, 2026
0.956Average AUROC
13
Feb 26, 2026
98.9Image AUC
12
Mar 4, 2026
85.72AUC
12
Feb 26, 2026
85.1AUC
12
Feb 26, 2026