Uncertainty Quantification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.15MPE
8
May 7, 2026
0.15MPE
8
May 7, 2026
0.11MPE
8
May 7, 2026
8MPE
8
May 7, 2026
0.05MPE
8
May 7, 2026
0.11MPE
8
May 7, 2026
0.13MPE
8
May 7, 2026
10.49Sharpness
8
May 7, 2026
0.04Sharpness
8
May 7, 2026
9.08Sharpness
8
May 7, 2026
63.7Average ROC-AUC
8
Mar 4, 2026
65.2ROC-AUC (Threshold 128)
8
Mar 4, 2026
0.61ROC-AUC (128)
8
Mar 4, 2026
91.2Marginal Coverage
8
Feb 26, 2026
91.8Marginal Coverage
8
Feb 26, 2026
91.54V-ID Score
7
Jun 1, 2026
0.826V-ID
7
Jun 1, 2026
0.922V-ID
7
Jun 1, 2026
0.205AUSE-D
7
May 29, 2026
0.02MPE
7
May 7, 2026
0.01MPE
7
May 7, 2026
0Sharpness
7
May 7, 2026
94PICP
7
Apr 21, 2026
96.4PICP
7
Apr 21, 2026
93.65Coverage
6
Jul 1, 2026