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ResearchFormerly WizWand

Long-term Forecasting on Electricity 10% few-shot

0.184MSEFL-iTransformer
0.153120.361560.570.77844Apr 6, 2026
Updated 7mo ago

Evaluation results

MethodLinks
FL-iTransformerType=FL-FM, Horizon=962026.040.1840.271
FL-iTransformerType=FL-FM, Horizon=1922026.040.1910.277
FL-iTransformerType=FL-FM, Horizon=3362026.040.2150.3
FL-PatchTSTType=FL-FM, Horizon=1922026.040.2180.314
FEDPMType=FL-FM, Horizon=962026.040.2250.316
FEDPMType=FL-FM, Horizon=1922026.040.2280.322
UniTimeType=Cen-FM, Horizon=962026.040.2360.327
UniTimeType=Cen-FM, Horizon=1922026.040.2360.328
FL-PatchTSTType=FL-FM, Horizon=962026.040.2460.351
FEDPMType=FL-FM, Horizon=3362026.040.2460.337
Time-FFMType=FL-FM, Horizon=1922026.040.2470.33
Time-FFMType=FL-FM, Horizon=962026.040.2490.329
UniTimeType=Cen-FM, Horizon=3362026.040.250.341
FL-PatchTSTType=FL-FM, Horizon=3362026.040.2620.364
FL-iTransformerType=FL-FM, Horizon=7202026.040.2650.34
Time-FFMType=FL-FM, Horizon=3362026.040.2670.346
FEDPMType=FL-FM, Horizon=7202026.040.2790.361
FL-PatchTSTType=FL-FM, Horizon=7202026.040.2820.362
UniTimeType=Cen-FM, Horizon=7202026.040.2950.371
Time-FFMType=FL-FM, Horizon=7202026.040.30.368
Cen-PatchTSTType=Cen-FM, Horizon=1922026.040.3430.418
Cen-PatchTSTType=Cen-FM, Horizon=962026.040.3440.416
FFTSType=FL-FM, Horizon=1922026.040.3590.436
Cen-PatchTSTType=Cen-FM, Horizon=3362026.040.3610.429
FFTSType=FL-FM, Horizon=962026.040.3740.448
FFTSType=FL-FM, Horizon=3362026.040.3750.448
Cen-PatchTSTType=Cen-FM, Horizon=7202026.040.3990.453
FFTSType=FL-FM, Horizon=7202026.040.4170.475
TOTEMType=Cen-FM, Horizon=962026.040.9460.792
TOTEMType=Cen-FM, Horizon=1922026.040.9460.794
TOTEMType=Cen-FM, Horizon=3362026.040.9480.795
TOTEMType=Cen-FM, Horizon=7202026.040.9560.8