OOD Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
71.7OOD Detection Score (OOD -> UT)
4
Jun 19, 2026
79.9OOD Detection UT
4
Jun 19, 2026
51.4OOD Detection UT
4
Jun 19, 2026
67.1OOD Detection Score (UT)
4
Jun 19, 2026
97.6OOD Detection UT
4
Jun 19, 2026
36.7TPR @ FPR=20%
4
Jun 4, 2026
0Type I Error
4
May 29, 2026
93.45AUROC
4
May 26, 2026
90.49AUROC
4
May 26, 2026
91.05AUROC
4
May 26, 2026
99.4AUROC
4
May 26, 2026
99.01AUROC
4
May 26, 2026
99.11AUROC
4
May 26, 2026
0.661NINCO AUROC
4
May 13, 2026
0.655NINCO AUROC
4
May 13, 2026
98.2AUROC
4
May 12, 2026
99.62AUROC
4
May 12, 2026
99.56AUROC
4
May 12, 2026
1AUROC
4
May 12, 2026
97.96AUROC
4
May 12, 2026
98.02AUROC
4
May 12, 2026
98.73AUROC
4
May 12, 2026
98.45AUROC
4
May 12, 2026
97.45AUROC
4
May 12, 2026
98.62AUROC
4
May 12, 2026