Uncertainty Quantification on Logistic Model benchmark leaderboard · SOTA2 Research

Uncertainty Quantification on Logistic Model

96.8Calibration Probability (CP)Ensemble

Evaluation Results

Method	Links
Ensemble2025.04		96.8	0.04	0.38	0.01	0.08	0.47	0.53	—	0.41
Naive bp2025.04		96.7	0.03	0.37	0.01	0.08	0.46	0.52	—	0.4
HulC2025.04		94.9	—	—	—	—	—	—	—	0.67
ESM2025.04		92.9	0.06	0.26	0.01	0.06	0.31	0.4	0.31	0.26
BNN2025.04		65.7	0.01	0.55	0	0.13	0.11	—	—	0.31