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ResearchFormerly WizWand

Time-series Forecasting on UberTLC (test)

0.161CRPSReal
0.140040.281520.4230.56448Jul 21, 2023
Updated 8mo ago

Evaluation results

MethodLinks
RealDownstream Forecaster=DeepAR2023.070.161
TSDiffDownstream Forecaster=DeepAR2023.070.191
RealDownstream Forecaster=Transformer2023.070.192
TSDiffDownstream Forecaster=Transformer2023.070.225
TimeVAEDownstream Forecaster=DeepAR2023.070.278
TSDiffDownstream Forecaster=Linear (LPS)2023.070.291
TimeVAEDownstream Forecaster=Transformer2023.070.291
TimeVAEDownstream Forecaster=Linear (LPS)2023.070.354
RealDownstream Forecaster=Linear (LPS)2023.070.36
TimeGANDownstream Forecaster=DeepAR2023.070.594
TimeGANDownstream Forecaster=Linear (LPS)2023.070.665
TimeGANDownstream Forecaster=Transformer2023.070.685