OOD Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
1AUROC
152
Jul 8, 2026
10.22FPR95
134
Jun 30, 2026
99.6AUROC
131
Jul 8, 2026
100AUROC
115
May 12, 2026
97.31AUROC
100
Apr 28, 2026
99.71AUROC
95
May 11, 2026
98.24AUROC (%)
94
Feb 26, 2026
0.98AUROC
92
May 26, 2026
0.797AUROC
90
Feb 27, 2026
86.15AUROC
90
Feb 27, 2026
93.33AUROC
90
Feb 27, 2026
0.2FPR95
90
Apr 28, 2026
99.2AUC
85
Apr 24, 2026
8.32FPR@95
85
Apr 15, 2026
0.998AUROC
84
Mar 30, 2026
0FPR@95
84
Jul 8, 2026
100AUROC
82
Mar 4, 2026
97.84AUROC (%)
81
May 26, 2026
95.33AUROC
81
Mar 4, 2026
0.02FPR@95
80
Mar 4, 2026
96.22AUROC
77
Apr 14, 2026
99.98AUROC
74
Jul 8, 2026
85.68AUROC
70
Feb 27, 2026
4.42FPR@95
70
Apr 28, 2026
86.98AUROC
69
Apr 15, 2026