Time Series Forecasting on ETTm1 (Average Error Reduction MAE)
0.81Average MAE ReductionUEC-CNN
Evaluation Results
| Method | Links | |
|---|---|---|
| UEC-CNN2026.05 | 0.81 | |
| UEC-LSTM2026.05 | 0.03 | |
| AR (No Correction)2026.05 | 0 | |
| UEC-GRU2026.05 | -0.18 | |
| UEC-Transformer2026.05 | -0.36 | |
| UEC-MLP2026.05 | -0.51 | |
| UEC-Logistic2026.05 | -0.95 | |
| UEC-Random Forest2026.05 | -1.06 | |
| UEC-STD2026.05 | -1.58 | |
| UEC-XGBoost2026.05 | -4.5 |