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Benchmarks
Point prediction on Logistics Dataset Location L4 Overall instances
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0.16
Avg-QL
XGB-S1
0.1584
0.1692
0.18
0.1908
Feb 23, 2026
Avg-QL
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg-QL
MAE
XGB-S1
algorithm=XGBoost, sta...
2026.02
0.16
0.32
CatB-S1
algorithm=CatBoost, st...
2026.02
0.16
0.3
DL (ours)
algorithm=multi-task d...
2026.02
0.17
0.35
CatB-S2
algorithm=CatBoost, st...
2026.02
0.19
0.34
XGB-S2
algorithm=XGBoost, sta...
2026.02
0.2
0.41
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