Time-Series Forecasting on ETTm2 (Average Error Reduction in MAE)
10.1Average Error Reduction (MAE)UEC-LSTM
Evaluation Results
| Method | Links | |
|---|---|---|
| UEC-LSTM2026.05 | 10.1 | |
| UEC-Transformer2026.05 | 9.58 | |
| UEC-GRU2026.05 | 1.41 | |
| AR (No Correction)2026.05 | 0 | |
| UEC-Logistic2026.05 | -0.05 | |
| UEC-CNN2026.05 | -0.25 | |
| UEC-XGBoost2026.05 | -0.46 | |
| UEC-STD2026.05 | -1.16 | |
| UEC-Random Forest2026.05 | -1.17 | |
| UEC-MLP2026.05 | -1.32 |