Out-of-Distribution Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
98.97AUROC
267
Jun 25, 2026
99.9AUROC
252
May 27, 2026
0.994AUROC
186
Apr 28, 2026
9.59FPR95
175
May 27, 2026
10.1FPR@95
156
Apr 24, 2026
99.84AUROC
146
Jun 30, 2026
16.53FPR@95
144
Apr 23, 2026
0.23FPR95
143
Jun 17, 2026
25FPR @ 95%
130
Mar 5, 2026
98.92AUROC
128
May 27, 2026
95.8AUROC
123
May 12, 2026
100AUROC
121
Apr 13, 2026
97.63AUROC
119
Jun 30, 2026
97.7AUROC
117
Jun 17, 2026
97.8AUROC
113
Apr 24, 2026
99.1AUROC
111
Jul 8, 2026
97.18AUROC
107
Feb 26, 2026
15.81FPR@95
104
May 27, 2026
98.5AUC
102
Apr 24, 2026
32.25FPR95
99
Feb 26, 2026
97.97AUROC
96
Jun 17, 2026
100AUROC
92
May 22, 2026
87.31AUROC
92
Jun 17, 2026
17.02FPR@95
89
May 27, 2026
100AUROC
81
May 22, 2026