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Node-level Regression Uncertainty Quantification on Education
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100
PICP
ER-GNN
37.6
53.8
70
86.2
May 6, 2026
PICP
MPIW
Updated 27d ago
Evaluation Results
Method
Method
Links
PICP
MPIW
ER-GNN
2026.05
100
4.37
BayesianNN
2026.05
100
2.96
QpiGNN
Width penalty (lambda)...
2026.05
99
0.57
QpiGNN
Width penalty (lambda)...
2026.05
99
0.9
QpiGNN
Width penalty (lambda)...
2026.05
99
0.59
CF-GNN
optimized=true
2026.05
90
3.1
SQR-GNN
2026.05
88
0.32
CF-GNN
2026.05
88
2.78
RQRadj.-GNN
2026.05
87
0.49
MC Dropout
2026.05
40
0.11
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