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Node-level Regression Uncertainty Quantification on BA
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100
PICP
ER-GNN
65.68
74.59
83.5
92.41
May 6, 2026
PICP
MPIW
Updated 27d ago
Evaluation Results
Method
Method
Links
PICP
MPIW
ER-GNN
2026.05
100
6.89
BayesianNN
2026.05
100
3.08
QpiGNN
Width penalty (lambda)...
2026.05
98
0.49
QpiGNN
Width penalty (lambda)...
2026.05
98
1.01
QpiGNN
Width penalty (lambda)...
2026.05
98
0.48
CF-GNN
2026.05
90
68.27
SQR-GNN
2026.05
81
0.72
RQRadj.-GNN
2026.05
78
0.75
MC Dropout
2026.05
67
0.26
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