Uncertainty Estimation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
88AUROC
129
Jun 11, 2026
87.91AUROC
110
Jun 1, 2026
0.791AUROC
79
Jun 9, 2026
0.886AUROC
79
Jun 9, 2026
81AUROC
79
Jun 9, 2026
0.813AUROC
79
Jun 9, 2026
71.53AUROC
77
Feb 26, 2026
79.8AUC
65
Jul 1, 2026
0.857AUROC
58
May 8, 2026
0.827AUROC
56
Apr 2, 2026
0.475Pearson Correlation (ρ)
44
Jun 8, 2026
77.5AUROC
42
May 8, 2026
76.6AUROC
42
May 8, 2026
26.8PRR
42
Jun 11, 2026
77.3AUROC
42
Feb 26, 2026
0.951AUROC
41
May 1, 2026
77AUROC
39
May 1, 2026
0.021Uncertainty Interval Length
36
May 26, 2026
42.4Accuracy
32
May 26, 2026
75.88AUROC
32
Apr 21, 2026
0.05Uncertainty Interval Length
30
May 26, 2026
0.035Uncertainty Interval Length
30
May 26, 2026
73.57AUROC
30
Feb 26, 2026
88.03AUROC
24
Apr 13, 2026
91.3AUROC
24
Apr 13, 2026