Time-Series Forecasting on ETTm1 (Average Error Reduction MSE)
-9.51MSE ReductionUEC-XGBoost
Evaluation Results
| Method | Links | |
|---|---|---|
| UEC-XGBoost2026.05 | -9.51 | |
| UEC-STD2026.05 | -4.06 | |
| UEC-Logistic2026.05 | -3.13 | |
| UEC-MLP2026.05 | -1.03 | |
| UEC-Random Forest2026.05 | -0.9 | |
| UEC-Transformer2026.05 | -0.54 | |
| UEC-LSTM2026.05 | -0.22 | |
| UEC-GRU2026.05 | -0.19 | |
| AR (No Correction)2026.05 | 0 | |
| UEC-CNN2026.05 | 0.34 |