OOD Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
92.51AUROC
66
Apr 14, 2026
20.35FPR@95
64
Jun 17, 2026
59.07FPR@95
63
Mar 13, 2026
97.95AUROC
61
Feb 26, 2026
95.8AUROC
59
Mar 26, 2026
99.72AUROC
59
May 26, 2026
46.22FPR95
57
Jun 17, 2026
0.8FPR@95
54
Jul 8, 2026
0.964AUROC
54
Feb 26, 2026
6.72Mean FPR95 (OOD Avg)
53
May 12, 2026
0.52FPR95
50
Apr 28, 2026
96.22AUROC
49
Apr 20, 2026
97.6AUROC
47
Mar 4, 2026
99.55AUROC
46
Mar 30, 2026
99.8AUROC
46
Feb 26, 2026
9.81Average FPR95
44
Mar 27, 2026
95.87AUROC
43
May 14, 2026
69.69AUROC
43
Feb 26, 2026
99AUROC
41
Jun 5, 2026
0FPR @ 0.05 FNR
41
May 21, 2026
96.66AUROC
40
May 26, 2026
94.48AUROC
40
Feb 27, 2026
97AUROC
40
Feb 27, 2026
0.975AUROC
40
Feb 27, 2026
0.955AUROC
40
Feb 27, 2026