Anomaly Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.999AUROC
19
Feb 26, 2026
99.52AUROC
19
Feb 26, 2026
88.4Average AUROC
19
Feb 26, 2026
72.3Image AUROC (det.)
19
Mar 4, 2026
67.98AUROC
18
Jun 18, 2026
85.39AUROC
18
Jun 18, 2026
72.32AUROC
18
Jun 18, 2026
56.8AUROC
18
Jun 18, 2026
99.62Precision
18
Jun 9, 2026
96.43Affiliated F1
18
May 12, 2026
85.21Affiliated F1
18
May 12, 2026
94.6Affiliated-F1
18
May 12, 2026
0.928AUROC (Image-level)
18
May 8, 2026
95.5Image-level AUROC
18
May 8, 2026
99.8PA-F1
18
Apr 23, 2026
86.9PA-F1
18
Apr 23, 2026
92.1PA-F1
18
Apr 23, 2026
93.5AUROC (Image-level)
18
Mar 25, 2026
83.89Aff-F Score
18
Mar 24, 2026
85.29Aff-F Score
18
Mar 24, 2026
74.37Aff-F Score
18
Mar 24, 2026
82.66Aff-F Score
18
Mar 24, 2026
0.829AUC
18
May 27, 2026
97.64F1 Score
18
Mar 13, 2026
95.3Image-level AUROC
18
Feb 26, 2026