Uncertainty Quantification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
-0.129PCC
32
Apr 10, 2026
0.898ROC AUC
32
Feb 26, 2026
0.9ROC AUC
32
Feb 26, 2026
0.757KL Divergence AUC
28
Feb 26, 2026
0.745Hamming AUC
28
Feb 26, 2026
0.608COMET AUC
28
Feb 26, 2026
83.5Hamming AUC
28
Feb 26, 2026
74.5AUROC
28
Feb 26, 2026
95.71Coverage
24
Jun 26, 2026
77.74AUROC
24
Jun 1, 2026
94.22Coverage (%)
24
Apr 3, 2026
0.777PRR
18
Jun 11, 2026
0.221PRR
18
Jun 11, 2026
70PRR
18
Jun 11, 2026
22.4PRR
18
Jun 11, 2026
83.1AUROC
18
Jun 11, 2026
65.9AUROC
18
Jun 11, 2026
0.711AUROC
18
Jun 11, 2026
81.7AUROC
18
Jun 11, 2026
68AUROC
18
Jun 11, 2026
55.1Accuracy
18
May 14, 2026
0.784Absolute Correlation Coefficient (ρ)
18
Apr 21, 2026
17,290Training Memory (MB)
14
Apr 7, 2026
93.5Accuracy
14
Feb 26, 2026
92.5V-ID
13
Jun 1, 2026