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Node-level Regression Uncertainty Quantification on Edge
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100
PICP
ER-GNN
90.64
93.07
95.5
97.93
May 6, 2026
PICP
MPIW
Updated 27d ago
Evaluation Results
Method
Method
Links
PICP
MPIW
ER-GNN
2026.05
100
1.07
BayesianNN
2026.05
100
3.06
MC Dropout
2026.05
100
0.3
QpiGNN
Width penalty (lambda)...
2026.05
100
0.97
QpiGNN
Width penalty (lambda)...
2026.05
94
0.39
QpiGNN
Width penalty (lambda)...
2026.05
94
0.54
RQRadj.-GNN
2026.05
93
0.83
CF-GNN
2026.05
92
1.78
SQR-GNN
2026.05
91
0.32
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