Uncertainty Quantification on Poisson Model n = 700 benchmark leaderboard · SOTA2 Research

Uncertainty Quantification on Poisson Model n = 700

97.9Coverage Probability (CP)Ensemble

Evaluation Results

Method	Links
Ensemble2025.04		97.9	-0.1	0.25	-0.04	0.17	0.29	0.37	—	1.06
Naive bp2025.04		97.1	-0.1	0.25	-0.04	0.18	0.3	0.35	—	1.03
ESM2025.04		94.5	-0.04	0.19	-0.02	0.14	0.23	0.32	0.24	0.72
HulC2025.04		92.8	—	—	—	—	—	—	—	1.37
BNN2025.04		73.2	0.26	0.4	0.12	0.28	0.09	—	—	0.92