Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.986Structural AUROC
11
Feb 26, 2026
100Carpet Score
11
Feb 26, 2026
0.981EPSY
11
Feb 26, 2026
17.15Training Time (s)
11
Feb 26, 2026
43.56Training Time per Epoch (s)
11
Feb 26, 2026
0.87Training Time (s/epoch)
11
Feb 26, 2026
3.27Training Time (s)
11
Feb 26, 2026
3.55Training Time (s)
11
Feb 26, 2026
4.08Training Time (s/epoch)
11
Feb 26, 2026
0.84Training Time (s/epoch)
11
Feb 26, 2026
1.25Training Time (s/epoch)
11
Feb 26, 2026
99.62Precision
11
Feb 26, 2026
99.39mPre
11
Feb 26, 2026
96.08Mean Precision (mPre)
11
Feb 26, 2026
94.1AUROC (Grid)
11
Feb 26, 2026
87.1AUC
11
Feb 26, 2026
1.22Time per Point (s)
10
Jul 3, 2026
91.17I-AUROC
10
Jun 24, 2026
0Clean MSE
10
Jun 5, 2026
0Clean MSE
10
Jun 5, 2026
0Clean MSE
10
Jun 5, 2026
99.97Accuracy
10
Jun 5, 2026
86Precision
10
Jun 2, 2026
97Image AUROC
10
May 26, 2026
95.53AUC
10
May 6, 2026