Uncertainty Estimation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
72.96AUROC
10
Jun 29, 2026
61.77AUROC
10
Jun 29, 2026
67.24AUROC
10
Jun 29, 2026
64.53AUROC
10
Jun 29, 2026
68.49AUROC
10
Jun 29, 2026
70.85AUROC
10
Jun 29, 2026
78.15AUROC
10
Jun 29, 2026
0.259MSE
9
May 13, 2026
0.45MSE
9
May 13, 2026
69.9AUROC
9
May 7, 2026
0.813AUROC
9
May 7, 2026
0.77AUROC
9
May 1, 2026
-0.002$Δ$ Cov
8
Feb 26, 2026
68.8ROC-AUC (128)
8
Mar 4, 2026
0.89Correlation
8
Feb 26, 2026
0.41Correlation Coefficient
8
Feb 26, 2026
0.78Correlation
8
Feb 26, 2026
6.46Testing Time (s)
7
Mar 12, 2026
0.769AUROC
7
Feb 26, 2026
0.625AUROC
6
Jun 9, 2026
67.3AUROC
6
Jun 9, 2026
0.69AUROC
6
Jun 9, 2026
0.649AUROC
6
Jun 9, 2026
66.56AUPRC (pp)
6
Mar 25, 2026
0.79Testing Time (s)
6
Mar 12, 2026