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ResearchFormerly WizWand

Time Series Forecasting on ILI-US9

0.2622MAEDeformTime
0.2445640.3636070.482650.601693Jun 11, 2024
Updated 8mo ago

Evaluation results

MethodLinks
DeformTimeH=72024.060.262212.26
ModernTCNH=72024.060.289914.17
DeformTimeH=142024.060.308413.8
CrossformerH=72024.060.314914.44
DeformTimeH=212024.060.317914.24
LightTSH=72024.060.318515.65
TimeMixerH=72024.060.323915.21
ModernTCNH=142024.060.341715.29
CrossformerH=212024.060.341815.9
DeformTimeH=282024.060.353215.74
CrossformerH=142024.060.357117.23
ModernTCNH=212024.060.37115.43
CrossformerH=282024.060.374716.44
LightTSH=142024.060.379119.04
TimeXerH=72024.060.381318.2
ModernTCNH=282024.060.39417.19
iTransformerH=72024.060.405718.57
PersistenceH=72024.060.405718.49
TimeMixerH=142024.060.40619.08
PatchTSTH=72024.060.411619.34
CycleNetH=72024.060.44821.05
TimeMixerH=212024.060.457621.4
TimeXerH=142024.060.466522.14
DLinearH=72024.060.467523.47
iTransformerH=142024.060.470222.44
LightTSH=212024.060.475423.74
LightTSH=282024.060.476923.22
PersistenceH=142024.060.500823.07
PatchTSTH=142024.060.50224.09
CycleNetH=142024.060.507224.02
iTransformerH=212024.060.510624.11
TimeMixerH=282024.060.512424.11
DLinearH=142024.060.546727.35
TimeXerH=212024.060.571527.42
PersistenceH=212024.060.590627.41
CycleNetH=212024.060.592628.47
PatchTSTH=212024.060.593529.4
DLinearH=212024.060.600129.66
iTransformerH=282024.060.649831.04
TimeXerH=282024.060.655531.32
DLinearH=282024.060.656432.16
PatchTSTH=282024.060.666533.35
PersistenceH=282024.060.679931.67
CycleNetH=282024.060.703134.5