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ResearchFormerly WizWand

Time Series Forecasting on ILI-US2

0.4122MAEDeformTime
0.3825880.5824690.782350.982231Jun 11, 2024
Updated 8mo ago

Evaluation results

MethodLinks
DeformTimeH=72024.060.41220.1601
ModernTCNH=72024.060.43980.1655
CrossformerH=72024.060.440.1646
LightTSH=72024.060.46320.1674
DeformTimeH=142024.060.47520.1773
ModernTCNH=142024.060.52790.2022
TimeMixerH=72024.060.52840.2007
DeformTimeH=212024.060.54250.2213
DeformTimeH=282024.060.55380.2225
ModernTCNH=282024.060.5710.2366
ModernTCNH=212024.060.57810.2385
LightTSH=142024.060.58270.2311
CrossformerH=142024.060.58520.2098
TimeXerH=72024.060.60830.2338
CrossformerH=212024.060.62450.2229
PersistenceH=72024.060.64740.2248
iTransformerH=72024.060.65070.2324
CrossformerH=282024.060.65120.2391
TimeMixerH=142024.060.65560.2461
LightTSH=212024.060.66830.2927
TimeMixerH=212024.060.67940.2768
CycleNetH=72024.060.69510.2467
PatchTSTH=72024.060.70970.2452
LightTSH=282024.060.71750.2773
DLinearH=72024.060.73550.2794
TimeXerH=142024.060.77250.2907
iTransformerH=142024.060.78960.2817
iTransformerH=212024.060.80420.3003
PersistenceH=142024.060.81350.2824
CycleNetH=142024.060.82190.2915
TimeXerH=212024.060.82430.3146
DLinearH=142024.060.84350.3222
PatchTSTH=142024.060.86350.3011
TimeMixerH=282024.060.88530.3653
TimeXerH=282024.060.90740.3472
DLinearH=212024.060.91240.3493
iTransformerH=282024.060.96190.3675
PersistenceH=212024.060.96350.3351
DLinearH=282024.060.98050.3762
PatchTSTH=212024.061.02860.367
CycleNetH=212024.061.04690.3798
PersistenceH=282024.061.10070.3854
CycleNetH=282024.061.13880.4231
PatchTSTH=282024.061.15250.4261