Long-term Time Series Forecasting on CZELAN
0.161MSEPESD-TSF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PESD-TSFPrediction Length (O)=962026.05 | 0.161 | 0.202 | |
| TIMEBASEPrediction Length (O)=962026.05 | 0.177 | 0.224 | |
| TIMEMIXERPrediction Length (O)=962026.05 | 0.182 | 0.233 | |
| PATCHTSTPrediction Length (O)=962026.05 | 0.184 | 0.236 | |
| DLINEARPrediction Length (O)=962026.05 | 0.187 | 0.239 | |
| PESD-TSFPrediction Length (O)=1922026.05 | 0.201 | 0.237 | |
| iTRANS*Prediction Length (O)=962026.05 | 0.202 | 0.259 | |
| SPARSETSFPrediction Length (O)=962026.05 | 0.204 | 0.263 | |
| FITSPrediction Length (O)=962026.05 | 0.208 | 0.268 | |
| PESD-TSFPrediction Length (L)=AVG2026.05 | 0.209 | 0.246 | |
| PESD-TSFPrediction Length (O)=AVG2026.05 | 0.209 | 0.246 | |
| TIMEBASEPrediction Length (O)=1922026.05 | 0.211 | 0.25 | |
| PATCHTSTPrediction Length (O)=1922026.05 | 0.214 | 0.257 | |
| TIMEMIXERPrediction Length (O)=1922026.05 | 0.216 | 0.259 | |
| TimeBasePrediction Length (L)=AVG2026.05 | 0.225 | 0.262 | |
| PESD-TSFPrediction Length (O)=3362026.05 | 0.225 | 0.261 | |
| TIMEBASEPrediction Length (O)=AVG2026.05 | 0.225 | 0.262 | |
| DLINEARPrediction Length (O)=1922026.05 | 0.226 | 0.271 | |
| SPARSETSFPrediction Length (O)=1922026.05 | 0.227 | 0.274 | |
| PatchTSTPrediction Length (L)=AVG2026.05 | 0.229 | 0.276 | |
| PATCHTSTPrediction Length (O)=3362026.05 | 0.229 | 0.29 | |
| PATCHTSTPrediction Length (O)=AVG2026.05 | 0.229 | 0.276 | |
| iTRANS*Prediction Length (O)=1922026.05 | 0.233 | 0.282 | |
| TimeMixerPrediction Length (L)=AVG2026.05 | 0.234 | 0.282 | |
| TIMEMIXERPrediction Length (O)=AVG2026.05 | 0.234 | 0.282 | |
| DLINEARPrediction Length (O)=3362026.05 | 0.238 | 0.301 | |
| SPARSETSFPrediction Length (O)=3362026.05 | 0.239 | 0.305 | |
| iTRANS*Prediction Length (O)=3362026.05 | 0.239 | 0.305 | |
| SparseTSFPrediction Length (L)=AVG2026.05 | 0.241 | 0.292 | |
| SPARSETSFPrediction Length (O)=AVG2026.05 | 0.241 | 0.292 | |
| DLinearPrediction Length (L)=AVG2026.05 | 0.242 | 0.29 | |
| FITSPrediction Length (O)=1922026.05 | 0.242 | 0.292 | |
| DLINEARPrediction Length (O)=AVG2026.05 | 0.242 | 0.29 | |
| TIMEBASEPrediction Length (O)=3362026.05 | 0.243 | 0.276 | |
| iTrans*Prediction Length (L)=AVG2026.05 | 0.245 | 0.297 | |
| iTRANS*Prediction Length (O)=AVG2026.05 | 0.245 | 0.297 | |
| TIMEMIXERPrediction Length (O)=3362026.05 | 0.246 | 0.312 | |
| FITSPrediction Length (O)=3362026.05 | 0.247 | 0.316 | |
| PESD-TSFPrediction Length (O)=7202026.05 | 0.249 | 0.286 | |
| FITSPrediction Length (L)=AVG2026.05 | 0.25 | 0.304 | |
| FITSPrediction Length (O)=AVG2026.05 | 0.25 | 0.304 | |
| TIMEBASEPrediction Length (O)=7202026.05 | 0.269 | 0.297 | |
| PATCHTSTPrediction Length (O)=7202026.05 | 0.288 | 0.319 | |
| TIMEMIXERPrediction Length (O)=7202026.05 | 0.291 | 0.322 | |
| SPARSETSFPrediction Length (O)=7202026.05 | 0.292 | 0.325 | |
| FITSPrediction Length (O)=7202026.05 | 0.303 | 0.338 | |
| iTRANS*Prediction Length (O)=7202026.05 | 0.305 | 0.34 | |
| DLINEARPrediction Length (O)=7202026.05 | 0.315 | 0.349 |