Out-of-Distribution Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
8.2Detection Error
7
Feb 26, 2026
0.867AUROC
7
Feb 26, 2026
78.3AUROC
7
Feb 26, 2026
93.1AUROC
7
Feb 26, 2026
0.996AUROC
7
Feb 26, 2026
0.95AUROC
6
Jun 12, 2026
75.8AUROC
6
Jun 12, 2026
86.5AUROC (SSB-hard)
6
May 8, 2026
41.48FPR@95
6
Apr 20, 2026
0.968AUPR (UE)
6
Apr 13, 2026
0.994AUC-ROC (K=5)
6
Apr 10, 2026
100AUC-ROC (K=5)
6
Apr 10, 2026
54.89FPR@95
6
Mar 5, 2026
33.51FPR@95
6
Mar 5, 2026
62.86FPR@95
6
Mar 5, 2026
12.7FPR@95
6
Mar 4, 2026
57.2FPR95
6
Mar 4, 2026
35.3FPR@95
6
Mar 4, 2026
35.8FPR95
6
Mar 4, 2026
38.4FPR95
6
Mar 4, 2026
0.666FPR@95
6
Mar 4, 2026
47.6FPR95
6
Mar 4, 2026
67.6FPR95
6
Mar 4, 2026
57.3FPR95
6
Mar 4, 2026
49.8FPR95
6
Mar 4, 2026