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Benchmarks
MILP Solving on Combinatorial Auction
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0.77
Geometric Mean Execution Time
IL
0.6664
1.3657
2.065
2.7643
Jun 9, 2023
Geometric Mean Execution Time
Wilcoxon P-Value
Updated 12d ago
Evaluation Results
Method
Method
Links
Geometric Mean Execution Time
Wilcoxon P-Value
IL
Approach=Imitation Lea...
2023.06
0.77
2.37
TreeDQN
Loss Function=Modified...
2023.06
0.79
-
TreeDQN (per)
Experience Replay=Prio...
2023.06
0.8
1.03
TreeDQN (MSE)
Loss Function=Standard...
2023.06
0.81
1.86
FMSTS
2023.06
0.82
7.47
tmdp+DFS
2023.06
0.9
1.34
SCIP default
Configuration=Default
2023.06
2.01
-
Strong Branching
Strategy=Strong Branching
2023.06
3.36
-
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