OOD Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
35.2Average FPR95
31
Feb 26, 2026
99.83AUROC
30
May 27, 2026
85.11AUROC (%)
30
Feb 27, 2026
78.3AUROC
30
Feb 27, 2026
85.23AUROC
30
Feb 27, 2026
0.929AUROC
30
Feb 27, 2026
13.1AURC
30
Feb 27, 2026
24.05FPR@TPR80
30
Feb 27, 2026
95.85AUROC
30
Feb 26, 2026
94.44AUROC
29
Mar 26, 2026
0.733AUROC
28
Jul 9, 2026
90.11AUROC
28
Jul 9, 2026
98.3AUC
28
Apr 14, 2026
79.85AUROC
28
Feb 26, 2026
92.63AUROC
27
Apr 28, 2026
22.37FPR@95
27
Apr 20, 2026
0.995Clean AUROC
27
Feb 26, 2026
3.78FPR@95
26
May 15, 2026
27.78FPR@95
26
May 15, 2026
86.92AUROC
26
May 15, 2026
0.983AUROC
25
Feb 26, 2026
85.84AUROC
24
Apr 10, 2026
97.12AUROC
24
May 11, 2026
0.969AUROC
24
Apr 30, 2026
0.96OOD AUROC
24
Feb 26, 2026