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ResearchFormerly WizWand

Long-term forecasting on Weather Horizon 96

0.11MSEEmp Bound
0.102840.151170.19950.24783Sep 30, 2025Nov 6, 2025Dec 13, 2025Jan 19, 2026Feb 25, 2026Apr 3, 2026May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Emp BoundLook-back window=searched from {336, 512, 720}2025.090.110.149
ReNFLook-back window=searched from {336, 512, 720}2025.090.1380.18
CrossformerLook-back window=searched from {336, 512, 720}2025.090.1430.21
TimeBridgeLook-back window=searched from {336, 512, 720}2025.090.1440.184
TimeDistillLook-back window=searched from {336, 512, 720}2025.090.1450.204
LeapTSInput sequence length=7202026.050.1460.197
TimeBaseInput sequence length=7202026.050.1460.198
DUETLook-back window=searched from {336, 512, 720}2025.090.1460.191
TimeMixerLook-back window=searched from {336, 512, 720}2025.090.1470.198
PhaseformerInput sequence length=7202026.050.1480.195
PatchTSTInput sequence length=7202026.050.1490.199
PatchTSTLook-back window=searched from {336, 512, 720}2025.090.150.2
CrossformerInput sequence length=7202026.050.1510.21
Timer-XLLook-back window=6722025.090.1570.205
iTransformerLook-back window=searched from {336, 512, 720}2025.090.1570.206
iTransformerInput sequence length=7202026.050.1590.212
TimeMixerInput sequence length=7202026.050.1630.223
DLinearLook-back window=searched from {336, 512, 720}2025.090.170.23
SparseTSFInput sequence length=7202026.050.1740.231
FITSInput sequence length=7202026.050.1760.232
FEDformerInput sequence length=7202026.050.2890.342