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Node-level Regression Uncertainty Quantification on Gaussian
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100
PICP
ER-GNN
53.2
65.35
77.5
89.65
May 6, 2026
PICP
MPIW
Updated 27d ago
Evaluation Results
Method
Method
Links
PICP
MPIW
ER-GNN
2026.05
100
1.85
BayesianNN
2026.05
100
2.98
QpiGNN
Width penalty (lambda)...
2026.05
99
0.84
QpiGNN
Width penalty (lambda)...
2026.05
95
0.64
QpiGNN
Width penalty (lambda)...
2026.05
92
0.55
CF-GNN
2026.05
91
2.9
SQR-GNN
2026.05
88
0.5
RQRadj.-GNN
2026.05
88
0.53
MC Dropout
2026.05
55
0.2
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