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ResearchFormerly WizWand

Long-term Forecasting on Electricity 5% few-shot

0.195MSEFL-iTransformer
0.161040.390270.61950.84873Apr 6, 2026
Updated 7mo ago

Evaluation results

MethodLinks
FL-iTransformerType=FL-FM, Horizon=962026.040.1950.277
FL-iTransformerType=FL-FM, Horizon=1922026.040.2010.285
FL-iTransformerType=FL-FM, Horizon=3362026.040.2210.306
FEDPMType=FL-FM, Horizon=962026.040.230.321
FEDPMType=FL-FM, Horizon=1922026.040.2320.325
FL-PatchTSTType=FL-FM, Horizon=1922026.040.2350.334
FL-PatchTSTType=FL-FM, Horizon=962026.040.2410.342
FL-PatchTSTType=FL-FM, Horizon=3362026.040.2410.335
FEDPMType=FL-FM, Horizon=3362026.040.2490.341
FEDPMType=FL-FM, Horizon=7202026.040.2790.362
UniTimeType=Cen-FM, Horizon=962026.040.2810.371
UniTimeType=Cen-FM, Horizon=1922026.040.2830.377
Cen-PatchTSTType=Cen-FM, Horizon=1922026.040.2930.382
UniTimeType=Cen-FM, Horizon=3362026.040.2940.385
Cen-PatchTSTType=Cen-FM, Horizon=962026.040.2950.379
Time-FFMType=FL-FM, Horizon=1922026.040.3050.391
Cen-PatchTSTType=Cen-FM, Horizon=3362026.040.3080.392
Time-FFMType=FL-FM, Horizon=962026.040.3120.394
FL-PatchTSTType=FL-FM, Horizon=7202026.040.3160.39
Time-FFMType=FL-FM, Horizon=3362026.040.3210.401
FL-iTransformerType=FL-FM, Horizon=7202026.040.3230.392
UniTimeType=Cen-FM, Horizon=7202026.040.3350.413
Cen-PatchTSTType=Cen-FM, Horizon=7202026.040.3410.413
Time-FFMType=FL-FM, Horizon=7202026.040.3580.427
FFTSType=FL-FM, Horizon=1922026.040.360.44
FFTSType=FL-FM, Horizon=962026.040.3740.449
FFTSType=FL-FM, Horizon=3362026.040.3920.466
FFTSType=FL-FM, Horizon=7202026.040.8270.744
TOTEMType=Cen-FM, Horizon=1922026.041.0140.82
TOTEMType=Cen-FM, Horizon=962026.041.0250.822
TOTEMType=Cen-FM, Horizon=3362026.041.0380.828
TOTEMType=Cen-FM, Horizon=7202026.041.0440.831