OOD Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
99.98AUROC
6
Jul 3, 2026
0.948AUROC
6
Jul 3, 2026
93.08AUROC
6
Jul 3, 2026
97.07AUROC
6
Jul 3, 2026
69.18AUROC
6
Jul 3, 2026
87.23AUROC
6
Jul 3, 2026
100AUROC
6
Jul 3, 2026
96.39AUROC
6
Jul 3, 2026
86.95AUROC
6
Jul 3, 2026
98.78AUROC
6
Jul 3, 2026
54.04AUROC
6
Jul 3, 2026
25.04FPR@95
6
May 21, 2026
10.05FPR95
6
May 21, 2026
98.9F1 Score
6
May 12, 2026
0.99F1 Score
6
May 12, 2026
99.3AUC
6
Apr 24, 2026
0.986AUC
6
Apr 24, 2026
78.9Accuracy
6
Apr 1, 2026
98.9Accuracy
6
Apr 1, 2026
94.7Accuracy
6
Apr 1, 2026
99.4Accuracy (ACC)
6
Apr 1, 2026
89.2Accuracy
6
Apr 1, 2026
0.84AUROC
6
Mar 17, 2026
93AUROC
6
Mar 17, 2026
0.95AUROC
6
Mar 16, 2026