Uncertainty Quantification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
65PRR
120
Feb 26, 2026
85.1AUROC
98
Jun 4, 2026
93.3AUROC
98
Jun 4, 2026
0.806AUROC
98
Jun 4, 2026
85.6AUROC
98
Jun 4, 2026
94.1AUROC
98
Jun 4, 2026
85.3AUROC
98
Jun 4, 2026
0.937AUROC
98
Jun 4, 2026
1Mean Rank
88
Apr 29, 2026
100Accuracy
80
Apr 28, 2026
0.691AUROC
70
May 27, 2026
0.832AUROC
70
Feb 26, 2026
83.25AUROC
70
Feb 26, 2026
0.871AUROC
70
Feb 26, 2026
79.9AUROC
62
Jul 1, 2026
55.7Mean PRR
44
Apr 29, 2026
14.7Accuracy
42
May 29, 2026
16.9Accuracy
42
May 29, 2026
0.266NLL
42
Apr 13, 2026
0.256NLL
42
Apr 13, 2026
0.248NLL
42
Apr 13, 2026
81.7AUROC
36
Feb 26, 2026
0.899AUROC
32
Jun 25, 2026
86.5AUROC
32
Jun 25, 2026
-0.017PCC
32
Apr 10, 2026