Seaport Power-Logistics Scheduling on Combined PLS Dataset (Task 1 test)
2.08MAE (Load)SBL
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SBL2025.11 | 2.08 | 13.83 | 71,451.64 | 3,305.85 | — | 4.85 | |
| DFL- [40]strategy=warm-start and heuristic gradient-free optimization2025.11 | 2.17 | 13.92 | 71,347.43 | 3,201.65 | 3.15 | 4.7 | |
| DFL- [29]strategy=neural network surrogate2025.11 | 2.23 | 27.36 | 71,447.11 | 3,301.32 | 0.14 | 4.84 | |
| DFL*description=Proposed DFL method2025.11 | 2.25 | 14.22 | 71,252.49 | 3,106.71 | 6.02 | 4.56 |