Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
86.85AUPRC
43
May 12, 2026
97.58AUPRC
43
May 12, 2026
84.24AUPRC
43
May 12, 2026
72.98AUPRC
43
May 12, 2026
99.8I-AUROC
43
Feb 26, 2026
0.98Candy Cane Score
43
Apr 8, 2026
0.878Mean PRO
43
May 28, 2026
98.6F1-score
42
Jun 23, 2026
76.18AUC-PR
42
Jun 30, 2026
86.025Average AUROC
41
Jun 30, 2026
96AUROC
41
Apr 14, 2026
99.8AUC-ROC
40
Apr 9, 2026
0.856AUC-ROC
40
Jun 18, 2026
0.984AUROC
40
Feb 27, 2026
100Carpet AUROC
40
Feb 26, 2026
95.6Avg AUC
40
Feb 26, 2026
0.972AUC
39
Feb 26, 2026
98.56Mean I-AUROC
38
Apr 28, 2026
93.51V-ROC Score
38
Mar 24, 2026
91.2AUROC
38
May 27, 2026
80.4mAD
38
May 26, 2026
100AUC-PR
37
May 12, 2026
94.7Precision
37
Jul 1, 2026
96.3AUROC
36
Apr 6, 2026
0.986Relative Rank AUCROC
36
Feb 26, 2026