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ResearchFormerly WizWand

Time series forecasting on wiki (test)

0.214CRPSReal
0.15760.53830.9191.2997Oct 26, 2021Feb 8, 2022May 25, 2022Sep 7, 2022Dec 22, 2022Apr 6, 2023Jul 21, 2023
Updated 8mo ago

Evaluation results

MethodLinks
RealDownstream Forecaster=Transformer2023.070.214
TSDiffDownstream Forecaster=DeepAR2023.070.222
RealDownstream Forecaster=DeepAR2023.070.231
TSDiffDownstream Forecaster=Transformer2023.070.239
ARSGLS2021.100.283
TimeGANDownstream Forecaster=Transformer2023.070.314
KVAE-RBsampling=Rao-Blackwellized2021.100.317
RED-SDS2021.100.318
TimeGANDownstream Forecaster=DeepAR2023.070.322
DeepState2021.100.338
KVAE-MCsampling=Monte-Carlo2021.100.341
RSGLS-ISSM2021.100.345
TSDiffDownstream Forecaster=Linear (LPS)2023.070.392
TimeGANDownstream Forecaster=Linear (LPS)2023.070.421
TimeVAEDownstream Forecaster=DeepAR2023.070.44
TimeVAEDownstream Forecaster=Transformer2023.070.451
TimeVAEDownstream Forecaster=Linear (LPS)2023.070.643
DeepAR2021.100.855
RealDownstream Forecaster=Linear (LPS)2023.071.624