Anomaly Localization
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.692AU-ROC
7
Mar 10, 2026
94.2AU-ROC
7
Mar 10, 2026
16IPS@100
7
Feb 26, 2026
0.08IPS@100
7
Feb 26, 2026
0.61IPS@100
7
Feb 26, 2026
99.1AUROC
7
Feb 26, 2026
0.986AUROC
7
Feb 26, 2026
79.5Xbox Score
7
Feb 26, 2026
0.985AUROC
7
Feb 26, 2026
0.753P-AUROC (Airplane)
7
Feb 26, 2026
98.6P-AUROC
7
Feb 26, 2026
99.4Carpet Score
7
Feb 26, 2026
98.2Pixel AUROC
7
Feb 26, 2026
98.2Pixel AUC
7
Feb 26, 2026
94.48AUROC
7
Feb 26, 2026
34.1mAP@30
6
May 7, 2026
46.46AUPRO@1% (bagel)
6
Apr 28, 2026
97P-AUC
6
Mar 31, 2026
97.9P-AUC
6
Mar 31, 2026
97.1P-AUC
6
Mar 31, 2026
98.2AUROC
6
Mar 9, 2026
99.6AUROC
6
Mar 9, 2026
98.6P-AUROC
6
Feb 26, 2026
99.3P-AUROC
6
Feb 26, 2026
99.9P-AUROC
6
Feb 26, 2026