Anomaly Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
97.7AUROC
16
Apr 6, 2026
0.923F1-max
16
May 12, 2026
97.34F1 Score
16
Feb 26, 2026
94.23F1 Score
16
Feb 26, 2026
0.729F1 Score
16
Feb 26, 2026
85.03F1 Score
16
Feb 26, 2026
86.89F1 Score
16
Feb 26, 2026
0.993Precision
16
Feb 26, 2026
0.852AUC
16
Feb 26, 2026
93.5AUC-ROC (Mean)
16
Feb 26, 2026
0.813AUPR (Inliers)
16
Feb 26, 2026
91.4AUROC
16
Feb 26, 2026
52I-AUROC (Can. C.)
15
Jun 19, 2026
98.8Image AUROC
15
Jun 23, 2026
31.3AP (< 3%)
15
Jun 12, 2026
72.77AUROC
15
May 27, 2026
52.3AU-PR
15
May 25, 2026
61.2AU-PR
15
May 25, 2026
86.25Accuracy
15
Jun 18, 2026
34.3AUC-PR
15
May 11, 2026
0.623Mean I-AUROC
15
Apr 3, 2026
100AUC
15
May 28, 2026
72AUC
15
Mar 11, 2026
99AUC
15
Mar 11, 2026
74.26Performance 2020 (16k)
15
Mar 10, 2026