Outlier Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
10.2Likelihood Ratio
96
Feb 26, 2026
0.997AUC-PR
55
May 12, 2026
0.55AUC-PR
49
Mar 31, 2026
82AUC-ROC
35
Jun 16, 2026
0.999AUC-ROC
33
Jun 16, 2026
99.29AUC
33
Feb 26, 2026
0.99AUC
33
Feb 26, 2026
69.62AUROC
31
Mar 17, 2026
90.55AUROC
31
Mar 17, 2026
0.767AUC-ROC
28
Mar 31, 2026
0.94AUC
24
Jun 16, 2026
97.2AUC-ROC
24
Jun 16, 2026
0.859AUC-PR
22
Feb 26, 2026
0.916AUC-PR
22
Feb 26, 2026
0.816AUC-PR
22
Feb 26, 2026
1AUC
22
Feb 26, 2026
97.38AUC
22
Feb 26, 2026
98.1AUC
22
Feb 26, 2026
77.05AP
22
Feb 26, 2026
36.3AP (%)
22
Feb 26, 2026
58.82AP (%)
22
Feb 26, 2026
98.5AP
22
Feb 26, 2026
100AP
22
Feb 26, 2026
96.23AP
22
Feb 26, 2026
89.9AP
22
Feb 26, 2026