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ResearchFormerly WizWand

Long-term Time Series Forecasting on TEMP

0.131MSEPESD-TSF
0.108680.259340.410.56066May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PESD-TSFPrediction Length (O)=1922026.050.1310.279
PESD-TSFPrediction Length (O)=3362026.050.1320.282
PESD-TSFPrediction Length (O)=962026.050.1330.281
TIMEBASEPrediction Length (O)=962026.050.1420.286
PATCHTSTPrediction Length (O)=962026.050.1450.291
SPARSETSFPrediction Length (O)=962026.050.1490.3
TIMEBASEPrediction Length (O)=1922026.050.1550.305
iTRANS*Prediction Length (O)=962026.050.1550.31
TIMEMIXERPrediction Length (O)=962026.050.1580.316
PESD-TSFPrediction Length (L)=AVG2026.050.1610.309
PESD-TSFPrediction Length (O)=AVG2026.050.1610.309
TIMEMIXERPrediction Length (O)=1922026.050.1630.312
DLINEARPrediction Length (O)=962026.050.1650.329
PATCHTSTPrediction Length (O)=1922026.050.1660.319
SPARSETSFPrediction Length (O)=1922026.050.1680.323
FITSPrediction Length (O)=962026.050.1680.338
iTRANS*Prediction Length (O)=1922026.050.1680.324
DLINEARPrediction Length (O)=1922026.050.1740.335
TIMEBASEPrediction Length (O)=3362026.050.1760.323
FITSPrediction Length (O)=1922026.050.1810.351
TimeBasePrediction Length (L)=AVG2026.050.1870.338
TIMEBASEPrediction Length (O)=AVG2026.050.1870.338
SPARSETSFPrediction Length (O)=3362026.050.220.373
PATCHTSTPrediction Length (O)=3362026.050.2210.374
FITSPrediction Length (O)=3362026.050.2230.381
iTRANS*Prediction Length (O)=3362026.050.2320.395
DLINEARPrediction Length (O)=3362026.050.2460.417
TIMEMIXERPrediction Length (O)=3362026.050.2490.421
PESD-TSFPrediction Length (O)=7202026.050.2510.396
TIMEBASEPrediction Length (O)=7202026.050.2740.437
PatchTSTPrediction Length (L)=AVG2026.050.2910.406
PATCHTSTPrediction Length (O)=AVG2026.050.2910.406
DLinearPrediction Length (L)=AVG2026.050.2920.418
DLINEARPrediction Length (O)=AVG2026.050.2920.418
SparseTSFPrediction Length (L)=AVG2026.050.2950.413
SPARSETSFPrediction Length (O)=AVG2026.050.2950.413
TimeMixerPrediction Length (L)=AVG2026.050.3020.423
iTrans*Prediction Length (L)=AVG2026.050.3020.423
TIMEMIXERPrediction Length (O)=AVG2026.050.3020.423
iTRANS*Prediction Length (O)=AVG2026.050.3020.423
FITSPrediction Length (L)=AVG2026.050.3150.442
FITSPrediction Length (O)=AVG2026.050.3150.442
DLINEARPrediction Length (O)=7202026.050.5840.59
PATCHTSTPrediction Length (O)=7202026.050.6320.639
TIMEMIXERPrediction Length (O)=7202026.050.6370.643
SPARSETSFPrediction Length (O)=7202026.050.6420.654
iTRANS*Prediction Length (O)=7202026.050.6520.663
FITSPrediction Length (O)=7202026.050.6890.699