Time Series Forecasting on ETTm2 (Average Error Reduction in MAPE)
6.46Average Error Reduction in MAPEUEC-GRU
Evaluation results
| Method | Links | |
|---|---|---|
| UEC-GRU2026.05 | 6.46 | |
| AR (No Correction)2026.05 | 0 | |
| UEC-XGBoost2026.05 | -9.49 | |
| UEC-Transformer2026.05 | -10.12 | |
| UEC-Logistic2026.05 | -10.28 | |
| UEC-LSTM2026.05 | -10.84 | |
| UEC-STD2026.05 | -12.23 | |
| UEC-Random Forest2026.05 | -12.34 | |
| UEC-MLP2026.05 | -12.53 | |
| UEC-CNN2026.05 | -13.82 |