List your company
ResearchFormerly WizWand

Long-term Forecasting on ETTm1 5% few-shot

0.472MSEFEDPM
0.441480.647490.85351.05951Apr 6, 2026
Updated 7mo ago

Evaluation results

MethodLinks
FEDPMType=FL-FM, Horizon=962026.040.4720.441
FEDPMType=FL-FM, Horizon=1922026.040.4990.461
Time-FFMType=FL-FM, Horizon=962026.040.5150.459
FFTSType=FL-FM, Horizon=962026.040.5380.492
Time-FFMType=FL-FM, Horizon=1922026.040.550.478
FEDPMType=FL-FM, Horizon=3362026.040.5580.49
Cen-PatchTSTType=Cen-FM, Horizon=962026.040.5590.477
Time-FFMType=FL-FM, Horizon=3362026.040.5630.491
FFTSType=FL-FM, Horizon=1922026.040.5650.507
UniTimeType=Cen-FM, Horizon=962026.040.5760.498
Cen-PatchTSTType=Cen-FM, Horizon=3362026.040.5870.497
Cen-PatchTSTType=Cen-FM, Horizon=1922026.040.5880.493
UniTimeType=Cen-FM, Horizon=1922026.040.6170.52
FFTSType=FL-FM, Horizon=3362026.040.6190.531
FEDPMType=FL-FM, Horizon=7202026.040.6240.529
Cen-PatchTSTType=Cen-FM, Horizon=7202026.040.6310.522
UniTimeType=Cen-FM, Horizon=3362026.040.6330.533
Time-FFMType=FL-FM, Horizon=7202026.040.6410.536
FFTSType=FL-FM, Horizon=7202026.040.7290.601
FL-PatchTSTType=FL-FM, Horizon=3362026.040.8390.562
FL-PatchTSTType=FL-FM, Horizon=962026.040.8660.548
FL-PatchTSTType=FL-FM, Horizon=1922026.040.8690.558
FL-iTransformerType=FL-FM, Horizon=962026.040.8790.601
TOTEMType=Cen-FM, Horizon=7202026.040.8920.695
TOTEMType=Cen-FM, Horizon=3362026.040.8940.697
TOTEMType=Cen-FM, Horizon=1922026.040.9050.691
TOTEMType=Cen-FM, Horizon=962026.040.9280.693
FL-PatchTSTType=FL-FM, Horizon=7202026.041.0240.649
UniTimeType=Cen-FM, Horizon=7202026.041.0280.68
FL-iTransformerType=FL-FM, Horizon=1922026.041.0930.671
FL-iTransformerType=FL-FM, Horizon=3362026.041.1120.69
FL-iTransformerType=FL-FM, Horizon=7202026.041.2350.736