List your company
ResearchFormerly WizWand

Long-term forecasting on Solar (test)

0.192MSETimeMixer
0.175560.286530.39750.50847Dec 23, 2024Feb 5, 2025Mar 22, 2025May 6, 2025Jun 19, 2025Aug 3, 2025Sep 17, 2025
Updated 7mo ago

Evaluation results

MethodLinks
TimeMixerhyperparameter searching=true, prediction lengths={96, 192, 336, 720}2024.120.1920.244
TimeAlign2025.090.1920.214
TimeMixer2025.090.1930.264
xPatchhyperparameter searching=true, prediction lengths={96, 192, 336, 720}2024.120.1940.214
PatchTST2025.090.1940.245
iTransformerhyperparameter searching=true, prediction lengths={96, 192, 336, 720}2024.120.1970.262
CARDhyperparameter searching=true, prediction lengths={96, 192, 336, 720}2024.120.1980.225
iTransformer2025.090.2020.248
Crossformer2025.090.2050.232
CMoS2025.090.210.257
MICNhyperparameter searching=true, prediction lengths={96, 192, 336, 720}2024.120.2130.266
Leddam2025.090.2230.264
DLinear2025.090.2240.226
TVNet2025.090.2280.277
ModernTCN2025.090.2280.281
RLinearhyperparameter searching=true, prediction lengths={96, 192, 336, 720}2024.120.2350.266
TimeBase2025.090.2360.27
TimesNethyperparameter searching=true, prediction lengths={96, 192, 336, 720}2024.120.2440.334
TimesNet2025.090.2440.334
PatchTSThyperparameter searching=true, prediction lengths={96, 192, 336, 720}2024.120.2560.298
DLinearhyperparameter searching=true, prediction lengths={96, 192, 336, 720}2024.120.3290.4
ETSformerhyperparameter searching=true, prediction lengths={96, 192, 336, 720}2024.120.6030.615