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ResearchFormerly WizWand

Long-term forecasting on ETTm2 T=96

0.157MSEReNF
0.146440.217720.2890.36028Jun 6, 2024Oct 1, 2024Jan 26, 2025May 24, 2025Sep 18, 2025Jan 13, 2026May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ReNFLook-back window=searched from {336, 512, 720}2025.090.1570.241
TimeBridgeLook-back window=searched from {336, 512, 720}2025.090.1570.243
LeapTSInput sequence length=7202026.050.1590.252
TimeBaseInput sequence length=7202026.050.1620.256
PhaseformerInput sequence length=7202026.050.1630.256
TimeMixerPrediction Length (T)=962024.060.1640.254
PatchTSTInput sequence length=7202026.050.1650.26
PatchTSTPrediction Length (T)=962024.060.1660.256
FITSInput sequence length=7202026.050.1660.256
AMDPrediction Length (T)=962024.060.1670.258
DLinearPrediction Length (T)=962024.060.1670.26
SparseTSFInput sequence length=7202026.050.1670.259
MTS-MixersPrediction Length (T)=962024.060.1770.259
MICNPrediction Length (T)=962024.060.1780.273
iTransformerInput sequence length=7202026.050.1790.274
iTransformerPrediction Length (T)=962024.060.180.264
FEDformerPrediction Length (T)=962024.060.180.271
TimesNetPrediction Length (T)=962024.060.1870.267
TimeMixerInput sequence length=7202026.050.1920.285
CrossformerInput sequence length=7202026.050.2440.338
FEDformerInput sequence length=7202026.050.3390.406
CrossformerPrediction Length (T)=962024.060.4210.461