Anomaly Localization
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
99.7P-AUROC
6
Feb 26, 2026
99.8P-AUROC
6
Feb 26, 2026
99.5P-AUROC
6
Feb 26, 2026
99.3P-AUROC
6
Feb 26, 2026
98.8P-AUROC
6
Feb 26, 2026
99.4Bracket Black
6
Feb 26, 2026
99Pixel AUROC (Class 1)
6
Feb 26, 2026
25.63RBDC
6
Feb 26, 2026
0.765AUROC
5
Mar 23, 2026
97.7P-AUROC
5
Mar 9, 2026
0.963AUROC (Pixel-level)
5
Feb 26, 2026
0.996AUROC (Pixel-level)
5
Feb 26, 2026
99.2AUROC (Pixel-level)
5
Feb 26, 2026
99.3AUROC (Pixel)
5
Feb 26, 2026
88.6AUROC (Pixel-level)
5
Feb 26, 2026
82.2P-AUPRO (Texture)
5
Feb 26, 2026
43IoU
5
Feb 26, 2026
36.3DSC
4
Apr 28, 2026
43.5DSC
4
Apr 28, 2026
5DSC
4
Apr 28, 2026
98.2AUROC (pixel)
4
Mar 10, 2026
97.1AUROC (pixel)
4
Mar 10, 2026
98.4AUROC (pixel)
4
Mar 10, 2026
98.6AUROC (pixel)
4
Mar 10, 2026
93.2AUROC
4
Feb 26, 2026