Continual Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
93.7A-AUROC (Image-level)
18
Jun 2, 2026
83.05Balanced Accuracy
11
Jun 11, 2026
94.37Balanced Accuracy
11
Jun 11, 2026
74.75Balanced Accuracy
11
Jun 11, 2026
76.91Balanced Accuracy
11
Jun 11, 2026
83.92Balanced Accuracy
11
Jun 11, 2026
0.949Image-level A-AUROC
10
Feb 26, 2026
89.1Image-level A-AUROC
10
Feb 26, 2026
94.2Image-level A-AUROC
10
Feb 26, 2026
96.4A-AUROC (Image-level)
10
Feb 26, 2026
83.4Image-level A-AUROC
10
Feb 26, 2026
85.3Image-level A-AUROC
10
Feb 26, 2026
83.6Image-level A-AUROC
8
Jun 2, 2026
85.9Image-level A-AUROC
8
Jun 2, 2026
560Inference Time (ms)
6
May 26, 2026
86.4AUROC
6
May 26, 2026
53.2AUROC
6
May 26, 2026
0.888AUROC
6
May 26, 2026
86.34Average Performance
5
Jul 7, 2026
34.7Inference Latency (ms)
5
May 26, 2026