Time-Series Forecasting on ETTh1 (Average Error Reduction (MAE))
3.97Avg Error Reduction (MAE)UEC-LSTM
Evaluation results
| Method | Links | |
|---|---|---|
| UEC-LSTM2026.05 | 3.97 | |
| UEC-GRU2026.05 | 3.27 | |
| UEC-CNN2026.05 | 2.07 | |
| UEC-Transformer2026.05 | 1.14 | |
| UEC-Logistic2026.05 | 0.86 | |
| UEC-XGBoost2026.05 | 0.18 | |
| AR (No Correction)2026.05 | 0 | |
| UEC-MLP2026.05 | -0.18 | |
| UEC-STD2026.05 | -0.29 | |
| UEC-Random Forest2026.05 | -0.75 |