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Optimal Power Flow on GridFM-datakit 500-GOC
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73
Avg Constraint Violation (Sij+)
FNN
71
84.5
98
111.5
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
73
73
0.87
64
42.32
42.33
188.91
52.68
0.6
HH-MPNN
Mode=Zero-shot
2025.10
104.18
104.19
24.08
81.1
28.54
28.7
53.11
22.52
0.42
CNN
Mode=Zero-shot
2025.10
123
123
26
114
10.7
10.7
62.16
17.34
1.15
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