Out-of-Distribution Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
11.3FPR95
17
Jun 23, 2026
94.2pAUROC@20
17
May 29, 2026
80.1AUC
17
Apr 24, 2026
80.7AUROC
17
Feb 26, 2026
0.733AUROC
17
Feb 26, 2026
96.85AUROC
17
Feb 26, 2026
91.09FPR
17
Feb 26, 2026
69.31FPR
17
Feb 26, 2026
16.39FPR
17
Feb 26, 2026
88.52FPR
17
Feb 26, 2026
93.8Accuracy
16
Jul 7, 2026
77.1Accuracy
16
Jul 7, 2026
94.4Accuracy
16
Jul 7, 2026
94.5Accuracy
16
Jul 7, 2026
96.3Accuracy
16
Jul 7, 2026
97.6Accuracy
16
Jul 7, 2026
99Accuracy
16
Jul 7, 2026
100AUROC
16
May 21, 2026
100AUROC
16
May 21, 2026
89.2AUROC
16
May 19, 2026
88.26AUROC
16
May 19, 2026
0.992Score (vs SVHN)
16
May 13, 2026
44.07FPR@95
16
Apr 30, 2026
35.86FPR@95
16
Apr 30, 2026
36.11FPR@95
16
Apr 30, 2026