Uncertainty Quantification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
96Coverage Probability (CP)
5
Mar 18, 2026
96.8Calibration Probability (CP)
5
Mar 18, 2026
97.8Coverage Probability (CP)
5
Mar 18, 2026
99.903Channel-wise Coverage Rate
5
Mar 13, 2026
0.108Covariance
5
Feb 26, 2026
82.2Cov
5
Feb 26, 2026
0.406Covariance
5
Feb 26, 2026
82.8Coverage
5
Feb 26, 2026
0.426Covariance
5
Feb 26, 2026
85.4Coverage
5
Feb 26, 2026
0.362Covariance
5
Feb 26, 2026
87Coverage
5
Feb 26, 2026
4,515Count AC
5
Feb 26, 2026
0.121CRPS (λ_s)
5
Feb 26, 2026
99.5r-Coverage
4
Jun 30, 2026
99.3r-Coverage
4
Jun 30, 2026
91.1PRR
4
Jun 24, 2026
84.2PRR
4
Jun 24, 2026
89.11Coverage
4
Jun 11, 2026
0.224AUSE-D
4
May 29, 2026
67.7AUROC
4
Apr 13, 2026
91.8AUC
4
Mar 4, 2026
89.2AUC
4
Mar 4, 2026
0.904AUC
4
Mar 4, 2026
86.7AUC
4
Mar 4, 2026