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ResearchFormerly WizWand

Long-term Forecasting on Weather 10% few-shot

0.173MSEFEDPM
0.157360.262930.36850.47407Apr 6, 2026
Updated 7mo ago

Evaluation results

MethodLinks
FEDPMType=FL-FM, Horizon=962026.040.1730.218
FL-PatchTSTType=FL-FM, Horizon=962026.040.1820.219
TOTEMType=Cen-FM, Horizon=962026.040.1880.243
UniTimeType=Cen-FM, Horizon=962026.040.1910.242
FFTSType=FL-FM, Horizon=962026.040.1960.243
FL-iTransformerType=FL-FM, Horizon=962026.040.1990.233
Time-FFMType=FL-FM, Horizon=962026.040.2070.258
Cen-PatchTSTType=Cen-FM, Horizon=962026.040.2150.259
FEDPMType=FL-FM, Horizon=1922026.040.2180.259
TOTEMType=Cen-FM, Horizon=1922026.040.2230.271
FL-PatchTSTType=FL-FM, Horizon=1922026.040.2350.264
UniTimeType=Cen-FM, Horizon=1922026.040.240.278
FFTSType=FL-FM, Horizon=1922026.040.2430.277
Time-FFMType=FL-FM, Horizon=1922026.040.2590.297
Cen-PatchTSTType=Cen-FM, Horizon=1922026.040.2650.297
TOTEMType=Cen-FM, Horizon=3362026.040.270.303
FEDPMType=FL-FM, Horizon=3362026.040.2720.299
FL-iTransformerType=FL-FM, Horizon=1922026.040.2810.293
UniTimeType=Cen-FM, Horizon=3362026.040.2930.315
FFTSType=FL-FM, Horizon=3362026.040.2950.312
FL-PatchTSTType=FL-FM, Horizon=3362026.040.2980.311
Time-FFMType=FL-FM, Horizon=3362026.040.3060.327
Cen-PatchTSTType=Cen-FM, Horizon=3362026.040.3180.332
FEDPMType=FL-FM, Horizon=7202026.040.3430.343
TOTEMType=Cen-FM, Horizon=7202026.040.3440.346
UniTimeType=Cen-FM, Horizon=7202026.040.3650.36
FFTSType=FL-FM, Horizon=7202026.040.3670.358
FL-iTransformerType=FL-FM, Horizon=3362026.040.3710.351
Time-FFMType=FL-FM, Horizon=7202026.040.3810.374
FL-PatchTSTType=FL-FM, Horizon=7202026.040.3830.37
Cen-PatchTSTType=Cen-FM, Horizon=7202026.040.3880.375
FL-iTransformerType=FL-FM, Horizon=7202026.040.5640.449