Anomaly Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
1Clean AUROC
22
Feb 26, 2026
98.5Clean AUROC
22
Apr 6, 2026
90.57F1PA
21
Jul 2, 2026
97.28F1PA
21
Jul 2, 2026
0.986Total AUROC
21
Jun 16, 2026
98.7AUROC
21
May 28, 2026
99.4Instance AUC
21
May 18, 2026
98.3Image-level AUROC
21
Jul 2, 2026
99.31Precision
21
Feb 27, 2026
93.17Precision
21
Feb 27, 2026
85.51Precision
21
Feb 27, 2026
0.969I-AUROC
21
Feb 26, 2026
96.3AUROC (Image)
21
Feb 26, 2026
93AUROC
21
Feb 26, 2026
90.6AUROC
21
Feb 26, 2026
0.847AUROC
21
Feb 26, 2026
81.1AUC
21
Feb 26, 2026
0.983AUC
21
Feb 26, 2026
60.58AP
21
Feb 26, 2026
84.9AUROC
20
Jun 18, 2026
40.1F1 Score
20
Jun 8, 2026
69.2F1 Score
20
Jun 8, 2026
86.5F1 Score
20
May 19, 2026
89.5F1 Score
20
May 11, 2026
95.2F1 Score
20
May 11, 2026