Out-of-Distribution Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
23.1AUPR
5
Feb 26, 2026
0.67AUROC
5
Feb 26, 2026
64AUROC
5
Feb 26, 2026
96.57AUROC
5
Feb 26, 2026
0.84AUROC
5
Feb 26, 2026
86.1EoE
5
Feb 26, 2026
79.9EoE
5
Feb 26, 2026
48.4EoE
5
Feb 26, 2026
3.8FPR @ 95% TPR
5
Feb 26, 2026
88.4AUROC
4
Jul 9, 2026
0.729AUROC
4
Jul 8, 2026
98.2AUC
4
Jun 24, 2026
41.6Average FPR
4
Jun 24, 2026
73.3AUC
4
Jun 24, 2026
89.1OOD Utility Transfer (UT)
4
Jun 19, 2026
97.1OOD UT Score
4
Jun 19, 2026
96.2OOD Utility Transfer (UT)
4
Jun 19, 2026
90.3OOD Utility Transfer (UT)
4
Jun 19, 2026
83.8OOD Utility Transfer (UT)
4
Jun 19, 2026
82.9OOD Utility Transfer (UT)
4
Jun 19, 2026
90.7AUROC
4
Jun 12, 2026
85.39AUROC
4
May 29, 2026
98.6AUROC
4
May 22, 2026
98.6AUROC
4
May 22, 2026
98.6AUROC
4
May 22, 2026