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Decision-focused forecasting on Jurong Port (After Task 2)

2.08MAE LoadSBL
2.07122.13062.192.2494Nov 11, 2025

Evaluation results

MethodLinks
SBLContinual Learning Strategy=SBL2025.112.0813.833,264.834.810
DFCL(EWC)Continual Learning Strategy=EWC2025.112.213.853,057.844.533
DFL(Task-wise)Continual Learning Strategy=Task-wise2025.112.2514.533,035.654.470
DFL(Adam)Continual Learning Strategy=Adam2025.112.2714.143,085.034.5491
DFCL(Adam-F)Continual Learning Strategy=Adam-F2025.112.313.93,094.494.5658