Uncertainty Estimation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
61AUROC
24
Mar 5, 2026
65.6AUROC
24
Mar 5, 2026
61.3AUROC
24
Mar 5, 2026
0.843AUROC
23
Apr 21, 2026
77.3AUROC
22
Jun 9, 2026
78.1AUC
18
Jul 1, 2026
0.74AUROC
18
May 1, 2026
82AUROC
18
May 1, 2026
0.83AUROC
18
May 1, 2026
0.722AUROC
16
Apr 21, 2026
0.739AUROC
16
Apr 21, 2026
78.5AUROC
16
Apr 21, 2026
0.715AUROC
16
Apr 13, 2026
65.29AUROC
16
Apr 13, 2026
0.735AUROC
16
Apr 13, 2026
0.732AUROC
16
Apr 13, 2026
63.92AUROC
16
Apr 13, 2026
0.754AUROC
16
Apr 13, 2026
6.4ECE
16
Feb 26, 2026
83.09A1
16
Feb 26, 2026
8.4ECE
13
Apr 7, 2026
72.79AUPRC
12
Mar 25, 2026
68.73AUROC
10
Jun 29, 2026
80.14AUROC
10
Jun 29, 2026
69.31AUROC
10
Jun 29, 2026