Long-term Forecasting on Exchange 10% few-shot
0.084MSEFL-PatchTST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FL-PatchTSTType=FL-FM, Horizon=962026.04 | 0.084 | 0.205 | |
| FEDPMType=FL-FM, Horizon=962026.04 | 0.095 | 0.226 | |
| Cen-PatchTSTType=Cen-FM, Horizon=962026.04 | 0.115 | 0.242 | |
| Time-FFMType=FL-FM, Horizon=962026.04 | 0.116 | 0.241 | |
| UniTimeType=Cen-FM, Horizon=962026.04 | 0.118 | 0.241 | |
| FFTSType=FL-FM, Horizon=962026.04 | 0.125 | 0.254 | |
| FL-iTransformerType=FL-FM, Horizon=962026.04 | 0.147 | 0.269 | |
| FL-PatchTSTType=FL-FM, Horizon=1922026.04 | 0.177 | 0.3 | |
| FEDPMType=FL-FM, Horizon=1922026.04 | 0.181 | 0.322 | |
| Cen-PatchTSTType=Cen-FM, Horizon=1922026.04 | 0.197 | 0.321 | |
| UniTimeType=Cen-FM, Horizon=1922026.04 | 0.208 | 0.328 | |
| Time-FFMType=FL-FM, Horizon=1922026.04 | 0.212 | 0.331 | |
| FFTSType=FL-FM, Horizon=1922026.04 | 0.218 | 0.342 | |
| FL-iTransformerType=FL-FM, Horizon=1922026.04 | 0.226 | 0.347 | |
| FEDPMType=FL-FM, Horizon=3362026.04 | 0.277 | 0.411 | |
| TOTEMType=Cen-FM, Horizon=962026.04 | 0.287 | 0.423 | |
| TOTEMType=Cen-FM, Horizon=1922026.04 | 0.291 | 0.432 | |
| UniTimeType=Cen-FM, Horizon=3362026.04 | 0.335 | 0.424 | |
| Cen-PatchTSTType=Cen-FM, Horizon=3362026.04 | 0.347 | 0.428 | |
| FL-PatchTSTType=FL-FM, Horizon=3362026.04 | 0.351 | 0.43 | |
| Time-FFMType=FL-FM, Horizon=3362026.04 | 0.362 | 0.438 | |
| FFTSType=FL-FM, Horizon=3362026.04 | 0.383 | 0.454 | |
| TOTEMType=Cen-FM, Horizon=3362026.04 | 0.442 | 0.536 | |
| FL-iTransformerType=FL-FM, Horizon=3362026.04 | 0.457 | 0.501 |