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Benchmarks
MILP Solving on Multiple Knapsack (Statistical Performance)
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0.52
Geometric Mean Execution Time
SCIP default
0.4632
0.8466
1.23
1.6134
Jun 9, 2023
Geometric Mean Execution Time
Wilcoxon Test P-Value
Updated 12d ago
Evaluation Results
Method
Method
Links
Geometric Mean Execution Time
Wilcoxon Test P-Value
SCIP default
Configuration=Default
2023.06
0.52
-
TreeDQN
Loss Function=Modified...
2023.06
0.9
-
tmdp+DFS
2023.06
0.9
5.28
FMSTS
2023.06
0.93
9.77
TreeDQN (per)
Experience Replay=Prio...
2023.06
1.08
8.95
TreeDQN (MSE)
Loss Function=Standard...
2023.06
1.11
4.31
IL
Approach=Imitation Lea...
2023.06
1.83
4.38
Strong Branching
Strategy=Strong Branching
2023.06
1.94
-
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