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Optimal Power Flow on GridFM-datakit 57-IEEE
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Avg Constraint Violation (Sij+)
FNN
-0.0008
0.0046
0.01
0.0154
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
2
1
0.1
0
2.09
1.72
0.23
CNN
Mode=Zero-shot
2025.10
0
0
0.01
5
0.05
0
1.74
0.87
0.11
GCN
Mode=Zero-shot
2025.10
0
0
44
2
0
0
5.33
1.52
7.05
HH-MPNN
Mode=Zero-shot
2025.10
0.02
0
2
5
0.36
0.04
1.28
0.66
0.1
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