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

Uncertainty Quantification on Poisson Model n = 400

96Coverage Probability (CP)Ensemble

Evaluation Results

Method	Links
Ensemble2025.04		96	-0.22	0.37	-0.09	0.24	0.42	0.5	—	1.33
Naive bp2025.04		95.3	-0.21	0.37	-0.08	0.24	0.42	0.48	—	1.28
ESM2025.04		94.3	-0.14	0.29	-0.06	0.19	0.33	0.42	0.35	1.02
HulC2025.04		90	—	—	—	—	—	—	—	1.4
BNN2025.04		86.3	0.15	0.41	0.03	0.3	0.2	—	—	1.55