Out-of-Distribution Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.97AUROC
3
Feb 26, 2026
1AUROC
3
Feb 26, 2026
0.686ROC-AUC (Mean)
3
Feb 26, 2026
0.641ROC AUC
3
Feb 26, 2026
69.1ROC-AUC (Mean)
3
Feb 26, 2026
0.793ROC AUC
3
Feb 26, 2026
0.76ROC AUC
3
Feb 26, 2026
0.785ROC AUC (Mean)
3
Feb 26, 2026
81.7ROC AUC
3
Feb 26, 2026
99.3AUROC
3
Feb 26, 2026
89.3FPR95
2
Jun 26, 2026
89.28AUPR
2
May 26, 2026
91.58AUPR
2
May 26, 2026
85AUC-ROC (Aleatoric)
2
May 12, 2026
68.7AUC-ROC (Aleatoric)
2
May 12, 2026
86.3AUC-ROC (Aleatoric)
2
May 12, 2026
78.2AUC-ROC (Aleatoric)
2
May 12, 2026
62.1AUC-ROC (Aleatoric)
2
May 12, 2026
51.4AUC-ROC (Aleatoric)
2
May 12, 2026
83AUC-ROC (Aleatoric)
2
May 12, 2026
62.3AUROC
2
Feb 26, 2026
0.969Log Loss
2
Feb 26, 2026
0.811Log-likelihood
2
Feb 26, 2026
0.876Log Loss
2
Feb 26, 2026
0.711Log Loss
2
Feb 26, 2026