Energy forecasting on Nine ordered (source, target) region pairs cross-region transfer
9.36NRMSEARIMA
Evaluation Results
| Method | Links | |
|---|---|---|
| ARIMAEvaluation Protocol=In-domain2026.05 | 9.36 | |
| XGBoostEvaluation Protocol=In-domain2026.05 | 9.65 | |
| LSTMEvaluation Protocol=In-domain, Layers=22026.05 | 11.64 | |
| LSTMEvaluation Protocol=Zero-shot, Layers=22026.05 | 11.64 | |
| LSTMEvaluation Protocol=Fine-tune, Layers=22026.05 | 11.64 | |
| ARIMA + VQKEvaluation Protocol=In-domain2026.05 | 14.04 | |
| ARIMAEvaluation Protocol=Fine-tune2026.05 | 15 | |
| ARIMAEvaluation Protocol=Zero-shot2026.05 | 15.7 | |
| ARIMA + VQKEvaluation Protocol=Fine-tune2026.05 | 16.12 | |
| ARIMA + VQKEvaluation Protocol=Zero-shot2026.05 | 16.83 | |
| XGBoostEvaluation Protocol=Fine-tune2026.05 | 17.87 | |
| XGBoostEvaluation Protocol=Zero-shot2026.05 | 19.18 |