Uncertainty Quantification on Logistic Model n = 400 benchmark leaderboard · SOTA2 Research

Uncertainty Quantification on Logistic Model n = 400

97.8Coverage Probability (CP)BNN

Evaluation Results

Method	Links
BNN2025.04		97.8	6	0.5	2	0.12	0.27	—	—	68
Ensemble2025.04		95.5	6	0.67	1	0.13	0.8	0.9	—	59
Naive bp2025.04		95.4	5	0.64	1	0.13	0.77	0.85	—	57
HulC2025.04		94.8	—	—	—	—	—	—	—	71
ESM2025.04		94.6	7	0.4	1	0.08	0.48	0.59	0.5	39