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ResearchFormerly WizWand

Long-term Time Series Forecasting on ZAFNOO

0.41MSETIMEMIXER
0.401480.458990.51650.57401May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TIMEMIXERPrediction Length (O)=962026.050.410.411
PATCHTSTPrediction Length (O)=962026.050.4120.413
DLINEARPrediction Length (O)=962026.050.4230.423
PESD-TSFPrediction Length (O)=962026.050.4290.381
TIMEBASEPrediction Length (O)=962026.050.4350.407
SPARSETSFPrediction Length (O)=962026.050.4350.439
iTRANS*Prediction Length (O)=962026.050.4420.447
FITSPrediction Length (O)=962026.050.4580.461
TIMEBASEPrediction Length (O)=1922026.050.470.435
TIMEMIXERPrediction Length (O)=1922026.050.4730.437
PESD-TSFPrediction Length (O)=1922026.050.4840.42
TimeBasePrediction Length (L)=AVG2026.050.4950.445
TIMEBASEPrediction Length (O)=AVG2026.050.4950.445
PESD-TSFPrediction Length (L)=AVG2026.050.5020.435
PESD-TSFPrediction Length (O)=AVG2026.050.5020.435
TimeMixerPrediction Length (L)=AVG2026.050.5050.464
TIMEMIXERPrediction Length (O)=AVG2026.050.5050.464
FITSPrediction Length (O)=1922026.050.5060.468
PatchTSTPrediction Length (L)=AVG2026.050.510.469
PATCHTSTPrediction Length (O)=AVG2026.050.510.469
TIMEBASEPrediction Length (O)=3362026.050.5110.453
PATCHTSTPrediction Length (O)=1922026.050.5180.479
FITSPrediction Length (L)=AVG2026.050.5210.48
FITSPrediction Length (O)=AVG2026.050.5210.48
SPARSETSFPrediction Length (O)=3362026.050.5250.474
PESD-TSFPrediction Length (O)=3362026.050.5260.464
FITSPrediction Length (O)=3362026.050.5280.477
PATCHTSTPrediction Length (O)=3362026.050.5280.477
SparseTSFPrediction Length (L)=AVG2026.050.5310.491
SPARSETSFPrediction Length (O)=AVG2026.050.5310.491
DLINEARPrediction Length (O)=1922026.050.5340.494
iTRANS*Prediction Length (O)=3362026.050.5360.486
iTrans*Prediction Length (L)=AVG2026.050.540.5
DLinearPrediction Length (L)=AVG2026.050.540.495
iTRANS*Prediction Length (O)=AVG2026.050.540.5
DLINEARPrediction Length (O)=AVG2026.050.540.495
SPARSETSFPrediction Length (O)=1922026.050.5480.509
TIMEMIXERPrediction Length (O)=7202026.050.560.487
iTRANS*Prediction Length (O)=1922026.050.560.522
TIMEBASEPrediction Length (O)=7202026.050.5650.484
PESD-TSFPrediction Length (O)=7202026.050.5690.478
TIMEMIXERPrediction Length (O)=3362026.050.5760.52
PATCHTSTPrediction Length (O)=7202026.050.5810.506
FITSPrediction Length (O)=7202026.050.590.515
DLINEARPrediction Length (O)=3362026.050.5960.537
DLINEARPrediction Length (O)=7202026.050.6060.527
SPARSETSFPrediction Length (O)=7202026.050.6170.54
iTRANS*Prediction Length (O)=7202026.050.6230.546