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ResearchFormerly WizWand

Long-term Time Series Forecasting on CZELAN

0.161MSEPESD-TSF
0.154840.196420.2380.27958May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PESD-TSFPrediction Length (O)=962026.050.1610.202
TIMEBASEPrediction Length (O)=962026.050.1770.224
TIMEMIXERPrediction Length (O)=962026.050.1820.233
PATCHTSTPrediction Length (O)=962026.050.1840.236
DLINEARPrediction Length (O)=962026.050.1870.239
PESD-TSFPrediction Length (O)=1922026.050.2010.237
iTRANS*Prediction Length (O)=962026.050.2020.259
SPARSETSFPrediction Length (O)=962026.050.2040.263
FITSPrediction Length (O)=962026.050.2080.268
PESD-TSFPrediction Length (L)=AVG2026.050.2090.246
PESD-TSFPrediction Length (O)=AVG2026.050.2090.246
TIMEBASEPrediction Length (O)=1922026.050.2110.25
PATCHTSTPrediction Length (O)=1922026.050.2140.257
TIMEMIXERPrediction Length (O)=1922026.050.2160.259
TimeBasePrediction Length (L)=AVG2026.050.2250.262
PESD-TSFPrediction Length (O)=3362026.050.2250.261
TIMEBASEPrediction Length (O)=AVG2026.050.2250.262
DLINEARPrediction Length (O)=1922026.050.2260.271
SPARSETSFPrediction Length (O)=1922026.050.2270.274
PatchTSTPrediction Length (L)=AVG2026.050.2290.276
PATCHTSTPrediction Length (O)=3362026.050.2290.29
PATCHTSTPrediction Length (O)=AVG2026.050.2290.276
iTRANS*Prediction Length (O)=1922026.050.2330.282
TimeMixerPrediction Length (L)=AVG2026.050.2340.282
TIMEMIXERPrediction Length (O)=AVG2026.050.2340.282
DLINEARPrediction Length (O)=3362026.050.2380.301
SPARSETSFPrediction Length (O)=3362026.050.2390.305
iTRANS*Prediction Length (O)=3362026.050.2390.305
SparseTSFPrediction Length (L)=AVG2026.050.2410.292
SPARSETSFPrediction Length (O)=AVG2026.050.2410.292
DLinearPrediction Length (L)=AVG2026.050.2420.29
FITSPrediction Length (O)=1922026.050.2420.292
DLINEARPrediction Length (O)=AVG2026.050.2420.29
TIMEBASEPrediction Length (O)=3362026.050.2430.276
iTrans*Prediction Length (L)=AVG2026.050.2450.297
iTRANS*Prediction Length (O)=AVG2026.050.2450.297
TIMEMIXERPrediction Length (O)=3362026.050.2460.312
FITSPrediction Length (O)=3362026.050.2470.316
PESD-TSFPrediction Length (O)=7202026.050.2490.286
FITSPrediction Length (L)=AVG2026.050.250.304
FITSPrediction Length (O)=AVG2026.050.250.304
TIMEBASEPrediction Length (O)=7202026.050.2690.297
PATCHTSTPrediction Length (O)=7202026.050.2880.319
TIMEMIXERPrediction Length (O)=7202026.050.2910.322
SPARSETSFPrediction Length (O)=7202026.050.2920.325
FITSPrediction Length (O)=7202026.050.3030.338
iTRANS*Prediction Length (O)=7202026.050.3050.34
DLINEARPrediction Length (O)=7202026.050.3150.349