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Optimal Power Flow on GridFM-datakit 14-IEEE
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Avg Constraint Violation (Sij+)
FNN
-0.001
-0.0005
0
0.0005
Oct 8, 2025
Avg Constraint Violation (Sij+)
Avg Constraint Violation (Sji-)
Avg Constraint Violation (Pb)
Avg Constraint Violation (Qb)
Max Constraint Violation (Sij+)
Max Constraint Violation (Sji-)
Max Constraint Violation (Pb)
Max Constraint Violation (Qb)
Optimality Gap
Updated 1mo ago
Evaluation Results
Method
Method
Links
Avg Constraint Violation (Sij+)
Avg Constraint Violation (Sji-)
Avg Constraint Violation (Pb)
Avg Constraint Violation (Qb)
Max Constraint Violation (Sij+)
Max Constraint Violation (Sji-)
Max Constraint Violation (Pb)
Max Constraint Violation (Qb)
Optimality Gap
FNN
Mode=Zero-shot
2025.10
0
0
0.0002
0.0001
0
0
0.5
0.5
0.23
CNN
Mode=Zero-shot
2025.10
0
0
0
0.0003
0
0
0.38
0.38
0.04
GCN
Mode=Zero-shot
2025.10
0
0
0.0008
0.0012
0
0
1.26
0.76
3.77
HH-MPNN
Mode=Zero-shot
2025.10
0
0
0.0001
0.0004
0
0
0.42
0.3
0.15
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