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Benchmarks
Optimal Power Flow on PGLearn 118-IEEE (test)
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Avg Constraint Violation Sij(+) (x10^-4 p.u.)
FNN
-34.92
214.29
463.5
712.71
Oct 8, 2025
Avg Constraint Violation Sij(+) (x10^-4 p.u.)
Avg Constraint Violation Sji(-) (x10^-4 p.u.)
Avg Constraint Violation Pb (x10^-4 p.u.)
Avg Constraint Violation Qb (x10^-4 p.u.)
Max Constraint Violation Sij(+) (p.u.)
Max Constraint Violation Sji(-) (p.u.)
Max Constraint Violation Pb (p.u.)
Max Constraint Violation Qb (p.u.)
Optimality Gap (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Avg Constraint Violation Sij(+) (x10^-4 p.u.)
Avg Constraint Violation Sji(-) (x10^-4 p.u.)
Avg Constraint Violation Pb (x10^-4 p.u.)
Avg Constraint Violation Qb (x10^-4 p.u.)
Max Constraint Violation Sij(+) (p.u.)
Max Constraint Violation Sji(-) (p.u.)
Max Constraint Violation Pb (p.u.)
Max Constraint Violation Qb (p.u.)
Optimality Gap (%)
FNN
2025.10
2
2
0.86
4
1.97
1.97
6.37
1.21
0.04
CNN
2025.10
5
5
2
4
3.1
3.1
10.4
1.58
0.04
HH-MPNN
2025.10
9
10.13
0.9
22.7
3.23
3.26
7.34
3.1
0.32
GCN
2025.10
925
924
255
514
26.72
26.87
30.52
9.69
21.44
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