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Short-term Forecasting with Exogenous Variables on EPF

0.225NP MSEDiTS
0.219240.258120.2970.33588Feb 29, 2024Jun 26, 2024Oct 22, 2024Feb 17, 2025Jun 15, 2025Oct 11, 2025Feb 6, 2026

Evaluation results

MethodLinks
DiTSHorizon (H)=24, Lookback window (L)=168, Scenario=Future-agnostic (without future information)2026.020.2250.260.0730.1640.3780.260.3320.1970.420.4030.2850.257
TimeXer2024.020.2360.2680.0930.1920.3790.2430.3850.2080.440.4150.3070.265
TimeXerHorizon (H)=24, Lookback window (L)=168, Scenario=Future-agnostic (without future information)2026.020.2360.2680.0930.1920.3790.2430.3850.2080.440.4150.3070.265
Cross.Horizon (H)=24, Lookback window (L)=168, Scenario=Future-agnostic (without future information)2026.020.240.2850.1010.1990.420.290.4340.2080.5740.430.3540.284
TimesNetHorizon (H)=24, Lookback window (L)=168, Scenario=Future-agnostic (without future information)2026.020.250.2890.0970.1950.4190.2880.4310.2340.5020.4460.340.29
iTrans.Horizon (H)=24, Lookback window (L)=168, Scenario=Future-agnostic (without future information)2026.020.2650.30.0970.1970.3940.270.4390.2330.4790.4430.3350.289
PatchTSTHorizon (H)=24, Lookback window (L)=168, Scenario=Future-agnostic (without future information)2026.020.2670.2840.1060.2090.40.2620.4110.220.4610.4320.330.282
NBEATSx2024.020.2720.3010.0970.1890.3890.2650.3950.2110.4440.4470.330.283
Stationary2024.020.2940.3080.1220.2280.4330.2890.4660.2420.4830.4470.360.303
DLinearHorizon (H)=24, Lookback window (L)=168, Scenario=Future-agnostic (without future information)2026.020.3090.3210.1080.2150.4630.3130.4290.260.520.4630.3660.314
TiDEHorizon (H)=24, Lookback window (L)=168, Scenario=Future-agnostic (without future information)2026.020.3350.340.1240.2280.5230.3360.510.290.5680.4960.4120.338
TFT2024.020.3690.3910.1410.2410.4730.3050.4610.2480.5530.490.4020.335