Out-of-Distribution Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
54.21FPR@95
21
Feb 26, 2026
97.24AUROC
21
Feb 26, 2026
98.3AUROC
20
Jul 9, 2026
0.21FPR@95
20
May 28, 2026
1.07FPR@95
20
May 28, 2026
1.5FPR
20
Feb 27, 2026
94.69AUC
20
Feb 26, 2026
0.999Srel
20
Feb 26, 2026
94.28Average AUROC
20
Apr 28, 2026
100AuROC
20
May 13, 2026
1AUROC
20
May 18, 2026
98.7XSUM Score
19
May 26, 2026
0.977XSUM
19
May 26, 2026
96XSUM Score
19
May 26, 2026
91.6AUROC
19
May 25, 2026
93.34AUROC
19
May 25, 2026
96.01AUROC
19
May 25, 2026
99.63AUROC
19
May 25, 2026
21.1FPR@95
19
Apr 28, 2026
46.72FPR95
19
Apr 28, 2026
81.3AUROC
19
Apr 13, 2026
1AUROC
19
Feb 26, 2026
90.63AUROC (Near-OOD: CIFAR-100)
19
May 28, 2026
98.8Srel
19
Feb 26, 2026
80.09AUROC
19
Feb 26, 2026