Out-of-Distribution Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
99.88AUROC
79
May 26, 2026
100AUROC
79
May 22, 2026
0.953AUROC
74
Feb 26, 2026
95.8AUROC (%)
74
Apr 13, 2026
99.9AUROC
73
Feb 26, 2026
0.99AUROC
72
May 21, 2026
97.75AUROC
71
Apr 24, 2026
98.7AUROC
71
Jul 9, 2026
97.12AUROC
70
Apr 13, 2026
12.79FPR95
69
May 27, 2026
0.824AUROC
68
Mar 4, 2026
99.3AUROC
67
Feb 26, 2026
96AUC
66
May 26, 2026
11.19FPR95
65
Feb 26, 2026
98.93AUC
64
May 27, 2026
98.15AUROC
64
May 11, 2026
82.61AUC
62
May 19, 2026
99.8AUROC
62
Feb 26, 2026
0.998AUROC
61
Feb 26, 2026
98.5AUROC
58
Apr 20, 2026
94.28Average AUROC
58
Feb 26, 2026
100AUROC (CIFAR-100)
57
May 13, 2026
99.9AUROC
57
Apr 28, 2026
79.78AUROC
57
Mar 26, 2026
97.37AUROC
56
Jun 17, 2026