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Optimal Power Flow on GridFM-datakit 118-IEEE
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27
Avg Constraint Violation (Sij+)
CNN
-94.76
727.12
1,549
2,370.88
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
CNN
Mode=Zero-shot
2025.10
27
29
29
18
3.42
3.43
12.36
3.81
1.16
HH-MPNN
Mode=Zero-shot
2025.10
38.24
39.23
3.91
58.2
4.89
4.9
16.9
4.53
0.1
FNN
Mode=Zero-shot
2025.10
208
209
33
79
26.29
26.27
40.84
8.43
0.3
GCN
Mode=Zero-shot
2025.10
3,071
3,079
260
1,266
19.69
19.72
26.77
10.79
8.55
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