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Quadratic Multiple Knapsack Problem on QMKP 1k
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0.16
Optimality Gap (%)
HNN
-0.0396
1.3077
2.655
4.0023
Mar 16, 2026
Optimality Gap (%)
Updated 2mo ago
Evaluation Results
Method
Method
Links
Optimality Gap (%)
HNN
Train=Mini, Base solve...
2026.03
0.16
HNN
Train=Mini, Base solve...
2026.03
0.18
HNN
Train=1k, Base solver=...
2026.03
0.31
HNN
Train=1k, Base solver=...
2026.03
0.33
Neural QP
Train=Mini, Base solve...
2026.03
0.35
Neural QP
Train=1k, Base solver=...
2026.03
0.35
Exact solver
Base solver=Gurobi
2026.03
0.38
Neural QP
Train=1k, Base solver=...
2026.03
0.38
TriGNN
Train=Mini, Base solve...
2026.03
0.43
GNNQP
Train=Mini, Base solve...
2026.03
0.45
TriGNN
Train=1k, Base solver=...
2026.03
0.46
TriGNN
Train=1k, Base solver=...
2026.03
0.47
GNNQP
Train=1k, Base solver=...
2026.03
0.49
GNNQP
Train=1k, Base solver=...
2026.03
0.52
TriGNN
Train=Mini, Base solve...
2026.03
0.52
Neural QP
Train=Mini, Base solve...
2026.03
0.54
GNNQP
Train=Mini, Base solve...
2026.03
0.54
Exact solver
Base solver=SCIP
2026.03
5.15
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