OOD Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
74.97AUROC
40
Feb 27, 2026
0.614Detection AUC
40
Feb 26, 2026
0.748Detection AUC
40
Feb 26, 2026
99.16AUROC
40
Mar 4, 2026
87AUROC
40
Feb 26, 2026
0.942AUROC
38
May 26, 2026
99.99AUROC
38
May 21, 2026
94.55AUROC
37
Jun 16, 2026
93.33AUROC
37
May 15, 2026
20.7FPR95
37
Feb 26, 2026
76.82FPR@95
36
May 11, 2026
91.1AUROC
36
Feb 26, 2026
95.72AUROC
36
May 27, 2026
7.94FPR@95
36
Feb 26, 2026
0.34FPR95 (SVHN)
36
May 21, 2026
98.52AUROC
36
Feb 26, 2026
0.914AUROC
35
Jun 17, 2026
99.86AUROC
34
May 25, 2026
97.59AUROC
34
Feb 26, 2026
99.58AUROC
33
May 21, 2026
97.73AUROC
32
Apr 14, 2026
12.89FPR@95
32
Apr 15, 2026
97.64AUROC
31
Apr 30, 2026
99.07AUROC
31
Mar 27, 2026
26.47FPR@95
31
Apr 30, 2026