OOD Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
98.26AUROC
24
May 14, 2026
7.2FPR@95
24
Jun 23, 2026
85.6AUPR
24
Feb 26, 2026
0.887AU-ROC (AU)
24
Feb 26, 2026
91.2AUROC
23
Apr 14, 2026
0Average FPR95
23
Feb 26, 2026
98.6AUROC
22
Mar 30, 2026
1.1FPR95 (EMNIST)
22
Feb 26, 2026
0.02FPR
22
Feb 26, 2026
95.74AUROC (%)
22
Feb 26, 2026
65.68AUROC
21
Jun 17, 2026
88.24AUROC
21
Jun 17, 2026
90.31AUROC
21
Jun 17, 2026
89.25AUROC
21
Jun 17, 2026
99.99AUROC
21
Apr 14, 2026
99.99AUROC
21
Apr 28, 2026
38.7FPR@95
20
May 11, 2026
62.37AUROC
20
May 4, 2026
31FPR @ TPR=95%
20
Mar 17, 2026
99.19AUROC
20
Apr 28, 2026
0.801AUROC
20
Feb 26, 2026
97.07AUROC
20
Feb 26, 2026
98.1AUROC
20
Feb 26, 2026
94.42AUROC
19
Apr 14, 2026
96.9AUROC
19
Mar 30, 2026