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Time-Series Forecasting on ETTh2 (Average Error Reduction in MAPE)

0Avg Error Reduction (MAPE)AR (No Correction)
-14.0296-10.3873-6.745-3.1027May 20, 2026

Evaluation results

MethodLinks
AR (No Correction)2026.050
UEC-CNN2026.05-1.66
UEC-Logistic2026.05-3.4
UEC-XGBoost2026.05-7.04
UEC-STD2026.05-9.03
UEC-Random Forest2026.05-9.54
UEC-MLP2026.05-11.3
UEC-Transformer2026.05-11.96
UEC-LSTM2026.05-13.23
UEC-GRU2026.05-13.49