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ResearchFormerly WizWand

Energy forecasting on Nine ordered (source, target) region pairs cross-region transfer

9.36NRMSEARIMA
8.967211.618614.2716.9214May 9, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ARIMAEvaluation Protocol=In-domain2026.059.36
XGBoostEvaluation Protocol=In-domain2026.059.65
LSTMEvaluation Protocol=In-domain, Layers=22026.0511.64
LSTMEvaluation Protocol=Zero-shot, Layers=22026.0511.64
LSTMEvaluation Protocol=Fine-tune, Layers=22026.0511.64
ARIMA + VQKEvaluation Protocol=In-domain2026.0514.04
ARIMAEvaluation Protocol=Fine-tune2026.0515
ARIMAEvaluation Protocol=Zero-shot2026.0515.7
ARIMA + VQKEvaluation Protocol=Fine-tune2026.0516.12
ARIMA + VQKEvaluation Protocol=Zero-shot2026.0516.83
XGBoostEvaluation Protocol=Fine-tune2026.0517.87
XGBoostEvaluation Protocol=Zero-shot2026.0519.18