Out-of-Distribution Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.783AUROC
4
Feb 26, 2026
0.892AUROC
4
Feb 26, 2026
94.7AUROC
4
Feb 26, 2026
97.1AUROC
4
Feb 26, 2026
93.3AUROC
4
Feb 26, 2026
90.3AUROC
4
Feb 26, 2026
100Mean TNR@TPR95 (Gaussian)
4
Feb 26, 2026
100TNR@TPR95 (Gaussian)
4
Feb 26, 2026
69TNR at TPR 95%
4
Feb 26, 2026
17.91FPR90
4
Feb 26, 2026
0.63FPR@90
4
Feb 26, 2026
94AUROC
4
Feb 26, 2026
0.739AUROC
3
Jun 2, 2026
100Power
3
May 29, 2026
87Power
3
May 29, 2026
6.7Type I Error Rate
3
May 29, 2026
0Type I Error
3
May 29, 2026
88.24ACCOOD
3
May 27, 2026
0.443Normal Uncertainty
3
May 27, 2026
0.865AUC-ROC (Aleatoric)
3
May 12, 2026
25.21FPR@95
3
Apr 30, 2026
11.97FPR95
3
Apr 30, 2026
43.86FPR95
3
Apr 30, 2026
82.41FPR@95
3
Apr 30, 2026
99.77AUPR
3
Mar 10, 2026