Anomaly Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
94.92AUC-ROC (Annthyroid)
20
Jun 30, 2026
87.95A-R (AUC-ROC)
20
Mar 24, 2026
96.33A-R (AUC-ROC)
20
Mar 24, 2026
81.26A-R (AUC-ROC)
20
Mar 24, 2026
85.51A-R (AUC-ROC)
20
Mar 24, 2026
88.91Accuracy
20
Mar 24, 2026
94.87Accuracy
20
Mar 24, 2026
80Accuracy
20
Mar 24, 2026
87.6Accuracy
20
Mar 24, 2026
93.96Accuracy
20
Mar 24, 2026
81.5AUC-ROC
20
Mar 19, 2026
98.16F1 Score
20
Mar 17, 2026
92.7AUC-ROC
20
Jun 4, 2026
96.335AUCP
20
Mar 4, 2026
90.8AUROC
20
Mar 31, 2026
0.996AUPRC
20
Feb 26, 2026
82.4Image-level AUROC
20
Feb 26, 2026
94.75Precision
20
Feb 26, 2026
92.25Precision
20
Feb 26, 2026
85.06F1 Score
20
Mar 11, 2026
0.113Cost per Example
20
Feb 26, 2026
0.862AUC-PR
20
Mar 17, 2026
92.3ROC AUC
20
Feb 26, 2026
99.7ROC AUC (%)
20
Feb 26, 2026
98.9ROC-AUC
20
Feb 26, 2026