Anomaly Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
54.94AP
18
Feb 26, 2026
18.9AP
18
Feb 26, 2026
83.45AP
18
Feb 26, 2026
54.3AP
18
Feb 26, 2026
96.4AUROC
18
Mar 23, 2026
89.66Precision
18
Jul 1, 2026
98.3Image AUROC
18
Mar 25, 2026
99.9I-AUROC
18
Mar 26, 2026
46.2AP
18
Feb 26, 2026
84.3I-AUROC
18
Feb 26, 2026
95.3Average I-AUROC
17
Jun 23, 2026
576True Positives (TP)
17
May 29, 2026
98.02F1 Score
17
Jun 2, 2026
80.8AUROC (Image-level)
17
May 8, 2026
98PA-F1
17
Apr 23, 2026
0.997AUC-ROC
17
Mar 31, 2026
100AUC-ROC
17
Mar 31, 2026
99.86AUC-ROC
17
Mar 31, 2026
83.16AUC-ROC
17
Mar 31, 2026
92.68AUCROC
17
Mar 17, 2026
66.95AUCROC
17
Mar 17, 2026
74.77AUROC
17
Mar 11, 2026
76.29AUROC
17
Mar 11, 2026
77.57F1 Score
17
Mar 13, 2026
88.5F1 Score
17
Feb 26, 2026