Point prediction on Logistics Dataset Location L1, Delayed instances only
0.39Average QLDL (ours)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DL (ours)algorithm=multi-task deep learning model2026.02 | 0.39 | 0.84 | |
| XGB-S2algorithm=XGBoost, stages=two-step2026.02 | 0.46 | 1.02 | |
| CatB-S2algorithm=CatBoost, stages=two-step2026.02 | 0.47 | 1 | |
| XGB-S1algorithm=XGBoost, stages=single-step2026.02 | 0.52 | 1.43 | |
| CatB-S1algorithm=CatBoost, stages=single-step2026.02 | 0.76 | 1.72 |