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Node-level Regression Uncertainty Quantification on Basic
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100
PICP
ER-GNN
84.4
88.45
92.5
96.55
May 6, 2026
PICP
MPIW
Updated 27d ago
Evaluation Results
Method
Method
Links
PICP
MPIW
ER-GNN
2026.05
100
1.24
BayesianNN
2026.05
100
3.01
MC Dropout
2026.05
99
0.32
QpiGNN
Width penalty (lambda)...
2026.05
98
0.93
CF-GNN
2026.05
92
1.9
RQRadj.-GNN
2026.05
90
0.82
QpiGNN
Width penalty (lambda)...
2026.05
90
0.3
QpiGNN
Width penalty (lambda)...
2026.05
89
0.3
SQR-GNN
2026.05
85
0.33
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