List your company
ResearchFormerly WizWand

Long-sequence Time-series Forecasting on Electricity (MAE, RMSE)

19.7892MAEPatchTST
18.8300225.30448531.7789538.253415Dec 13, 2025
Updated 8mo ago

Evaluation results

MethodLinks
PatchTSTHorizon=1202025.1219.7892115.3996
PatchTSTHorizon=3362025.1219.8752117.3849
PatchTSTHorizon=962025.1220.0137117.3976
TwinFormerHorizon=1202025.1220.3264118.8906
PatchTSTHorizon=7202025.1220.5075120.3398
TwinFormerHorizon=3362025.1221.0625122.6499
TwinFormerHorizon=962025.1221.253123.2377
TwinFormerHorizon=7202025.1221.9227127.108
vanilla TransformerHorizon=962025.1222.3249131.6917
vanilla TransformerHorizon=1202025.1222.5418136.1571
InformerHorizon=1202025.1222.6835132.0411
InformerHorizon=962025.1223.1564135.294
InformerHorizon=3362025.1224.0349140.3616
InformerHorizon=7202025.1224.5551142.4943
vanilla TransformerHorizon=3362025.1225.658149.9957
iTransformerHorizon=1202025.1225.833153.0442
iTransformerHorizon=962025.1226.3083159.4539
vanilla TransformerHorizon=7202025.1228.1319161.8731
iTransformerHorizon=3362025.1229.3667170.2018
iTransformerHorizon=7202025.1229.6541170.4887
FEDFormerHorizon=962025.1239.3555230.2751
FEDFormerHorizon=1202025.1239.93230.7552
FEDFormerHorizon=3362025.1243.52247.7342
FEDFormerHorizon=7202025.1243.7687250.6856