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Node-level Regression Uncertainty Quantification on Grid
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100
PICP
ER-GNN
30.32
48.41
66.5
84.59
May 6, 2026
PICP
MPIW
Updated 27d ago
Evaluation Results
Method
Method
Links
PICP
MPIW
ER-GNN
2026.05
100
11.92
BayesianNN
2026.05
100
3.01
QpiGNN
Width penalty (lambda)...
2026.05
99
0.93
QpiGNN
Width penalty (lambda)...
2026.05
98
0.87
QpiGNN
Width penalty (lambda)...
2026.05
98
0.98
CF-GNN
2026.05
94
3.18
SQR-GNN
2026.05
78
0.53
RQRadj.-GNN
2026.05
72
0.48
MC Dropout
2026.05
33
0.16
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