Long-term Forecasting on Exchange 5% few-shot
0.1MSEFEDPM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FEDPMType=FL-FM, Horizon=962026.04 | 0.1 | 0.237 | |
| Time-FFMType=FL-FM, Horizon=962026.04 | 0.118 | 0.244 | |
| FL-PatchTSTType=FL-FM, Horizon=962026.04 | 0.121 | 0.251 | |
| Cen-PatchTSTType=Cen-FM, Horizon=962026.04 | 0.123 | 0.25 | |
| FL-iTransformerType=FL-FM, Horizon=962026.04 | 0.126 | 0.256 | |
| FFTSType=FL-FM, Horizon=962026.04 | 0.14 | 0.27 | |
| FL-iTransformerType=FL-FM, Horizon=1922026.04 | 0.205 | 0.324 | |
| FEDPMType=FL-FM, Horizon=1922026.04 | 0.21 | 0.35 | |
| Time-FFMType=FL-FM, Horizon=1922026.04 | 0.215 | 0.334 | |
| Cen-PatchTSTType=Cen-FM, Horizon=1922026.04 | 0.22 | 0.337 | |
| FFTSType=FL-FM, Horizon=1922026.04 | 0.235 | 0.352 | |
| FL-PatchTSTType=FL-FM, Horizon=1922026.04 | 0.24 | 0.357 | |
| UniTimeType=Cen-FM, Horizon=962026.04 | 0.385 | 0.458 | |
| UniTimeType=Cen-FM, Horizon=1922026.04 | 0.498 | 0.528 | |
| TOTEMType=Cen-FM, Horizon=962026.04 | 1.55 | 1.003 | |
| TOTEMType=Cen-FM, Horizon=1922026.04 | 1.688 | 1.049 |