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ResearchFormerly WizWand

Univariate long-term forecasting on Electricity

0.154MSEFiLM
0.12740.306950.48650.66605May 18, 2022
Updated 8mo ago

Evaluation results

MethodLinks
FiLMPrediction Horizon=962022.050.1540.247
FiLMPrediction Horizon=1922022.050.1660.258
FiLMPrediction Horizon=3362022.050.1880.283
FiLMPrediction Horizon=7202022.050.2490.341
FEDformerPrediction Horizon=962022.050.2530.37
ReformerPrediction Horizon=962022.050.2740.379
FEDformerPrediction Horizon=1922022.050.2820.386
LogTransPrediction Horizon=962022.050.2880.393
ReformerPrediction Horizon=1922022.050.3040.402
AutoformerPrediction Horizon=962022.050.3410.438
AutoformerPrediction Horizon=1922022.050.3450.428
FEDformerPrediction Horizon=3362022.050.3460.431
S4Prediction Horizon=962022.050.3510.452
ReformerPrediction Horizon=3362022.050.370.448
S4Prediction Horizon=1922022.050.3730.455
AutoformerPrediction Horizon=3362022.050.4060.47
S4Prediction Horizon=3362022.050.4080.477
FEDformerPrediction Horizon=7202022.050.4220.484
LogTransPrediction Horizon=3362022.050.430.483
LogTransPrediction Horizon=1922022.050.4320.483
ReformerPrediction Horizon=7202022.050.460.511
S4Prediction Horizon=7202022.050.4720.517
InformerPrediction Horizon=962022.050.4840.538
LogTransPrediction Horizon=7202022.050.4910.531
InformerPrediction Horizon=1922022.050.5570.558
AutoformerPrediction Horizon=7202022.050.5650.581
InformerPrediction Horizon=3362022.050.6360.613
InformerPrediction Horizon=7202022.050.8190.682