Time-Series Forecasting on Weather (Average Error Reduction in MAE)
4.36Avg Error Reduction (MAE)UEC-XGBoost
Evaluation results
| Method | Links | |
|---|---|---|
| UEC-XGBoost2026.05 | 4.36 | |
| UEC-LSTM2026.05 | 2.73 | |
| UEC-Random Forest2026.05 | 2.69 | |
| UEC-GRU2026.05 | 2.39 | |
| UEC-Logistic2026.05 | 2.35 | |
| UEC-MLP2026.05 | 1.51 | |
| UEC-Transformer2026.05 | 1.05 | |
| UEC-CNN2026.05 | 0.87 | |
| AR (No Correction)2026.05 | 0 | |
| UEC-STD2026.05 | -1.01 |