Anomaly Localization
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
77.7AP
13
Feb 26, 2026
59.4AP (Pixel, Avg)
12
Jun 26, 2026
97.8Pixel-level AUROC
12
Mar 25, 2026
91AUROC
12
Mar 23, 2026
97.8AUROC
12
Feb 27, 2026
79.4AP
12
Feb 26, 2026
0.79AP
12
Feb 26, 2026
48AP
12
Feb 26, 2026
0.33AP
12
Feb 26, 2026
99.5Gorilla
11
Feb 26, 2026
0.39Bottle Score
11
Feb 26, 2026
79.8V-AUPRO@1% (Pl. Stool)
10
Apr 8, 2026
75.9Airplane Score
10
Mar 24, 2026
83.2sPRO (Average)
10
Feb 26, 2026
0.997Pixel AUC
10
Feb 26, 2026
98.6Pixel AUC
10
Feb 26, 2026
99Pixel AUROC
10
Feb 26, 2026
84.6AP
10
Feb 26, 2026
85.2AP
10
Feb 26, 2026
82.2AP
10
Feb 26, 2026
99Bottle
10
Feb 26, 2026
98.67AUROC
9
Feb 26, 2026
98.24Pixel-AUC
9
Feb 26, 2026
70.3AP
9
Feb 26, 2026
85.5APloc
9
Feb 27, 2026