Time-Series Forecasting on ETTm2 (Average Error Reduction (MSE))
16.64Avg Error Reduction (MSE)UEC-LSTM
Evaluation Results
| Method | Links | |
|---|---|---|
| UEC-LSTM2026.05 | 16.64 | |
| UEC-GRU2026.05 | 1.42 | |
| AR (No Correction)2026.05 | 0 | |
| UEC-CNN2026.05 | -0.41 | |
| UEC-Transformer2026.05 | -1.58 | |
| UEC-Logistic2026.05 | -2.22 | |
| UEC-MLP2026.05 | -2.71 | |
| UEC-XGBoost2026.05 | -2.82 | |
| UEC-Random Forest2026.05 | -3.68 | |
| UEC-STD2026.05 | -4.23 |