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Optimal Power Flow on GridFM-datakit 30-IEEE
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0.2
Avg Constraint Violation (Sij+)
FNN
-7.752
45.924
99.6
153.276
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
0.2
0.35
3
2
0.52
0.52
0.79
0.48
1.11
CNN
Mode=Zero-shot
2025.10
1
0.13
3
2
0.18
0.18
0.51
0.35
0.53
HH-MPNN
Mode=Zero-shot
2025.10
3
1
0.55
3
0.28
0.24
0.58
0.29
0.13
GCN
Mode=Zero-shot
2025.10
199
190
3
26
1.11
1.07
2.13
1.05
5.73
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