Out-of-Distribution Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
99.98AUROC
56
Feb 26, 2026
96.23AUROC
54
Feb 26, 2026
99.87AUROC
53
Jul 8, 2026
0.931AUROC
53
Apr 13, 2026
0.984AUROC
52
May 8, 2026
99AUROC
52
Jul 9, 2026
96.39AUROC (AVG)
51
May 28, 2026
84.84AUROC
51
Mar 25, 2026
5.48FPR@95
50
Mar 18, 2026
89.9AUROC
50
Apr 30, 2026
89AUROC
48
Apr 1, 2026
96AUROC
48
Apr 1, 2026
88AUROC
48
Apr 1, 2026
85AUROC
48
Apr 1, 2026
81.37AUROC
47
Feb 26, 2026
29.1Avg FPR95 (Overall)
46
Feb 26, 2026
0.907AUROC
46
May 21, 2026
99.9AUROC
46
Feb 26, 2026
0.996AUC
45
May 4, 2026
98.1AUROC
44
May 28, 2026
96.3AUROC
44
Jul 9, 2026
0.957AUROC
44
Feb 26, 2026
98.48AUROC
43
Mar 26, 2026
86.2AUROC
42
May 11, 2026
67.48AUROC
42
May 11, 2026