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ResearchFormerly WizWand

Long-sequence time-series forecasting on Power

1,522.3687MAETwinFormer
1,429.5398362,056.1346682,682.72953,309.324332Dec 13, 2025
Updated 8mo ago

Evaluation results

MethodLinks
TwinFormerHorizon=962025.121,522.36872,074.7476
TwinFormerHorizon=1202025.121,628.08342,211.7373
PatchTSTHorizon=962025.121,670.79362,303.7766
TwinFormerHorizon=7202025.121,687.7922,275.1616
TwinFormerHorizon=3362025.121,691.23752,306.0332
PatchTSTHorizon=1202025.121,713.00222,398.4294
PatchTSTHorizon=3362025.121,725.97722,367.9302
PatchTSTHorizon=7202025.121,726.95252,371.6135
iTransformerHorizon=3362025.121,790.8732,462.7583
InformerHorizon=962025.121,836.52172,529.4082
iTransformerHorizon=1202025.121,838.04312,528.269
iTransformerHorizon=7202025.121,929.97912,648.4456
iTransformerHorizon=962025.122,036.84912,794.8821
InformerHorizon=1202025.122,104.3972,833.8071
vanilla TransformerHorizon=962025.122,143.07322,856.9641
vanilla TransformerHorizon=7202025.122,186.14842,932.2808
vanilla TransformerHorizon=3362025.122,186.86062,932.5842
vanilla TransformerHorizon=1202025.122,242.83863,000.8669
InformerHorizon=3362025.122,596.79253,343.2185
FEDFormerHorizon=3362025.122,636.11233,439.8325
FEDFormerHorizon=7202025.122,705.87553,507.7417
FEDFormerHorizon=1202025.122,722.52663,533.498
FEDFormerHorizon=962025.122,764.00713,575.76
InformerHorizon=7202025.123,843.09034,912.8188