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ResearchFormerly WizWand

Forecasting on Health

1.339MSEPA-RNet
-64.39724379.32238823.0421,266.76162Aug 6, 2025Aug 7, 2025Aug 8, 2025
Updated 4mo ago

Evaluation results

MethodLinks
PA-RNetBackbone=iTransformer2025.081.3390.748
TimeVLM2025.081.9071.019
TokenCastHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.082.5250.081
GPT4TSHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.082.5650.083
AutoformerHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.082.6170.265
TimeDARTHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.082.6230.088
TimeCMA2025.082.6941.205
SimMTMHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.082.720.088
Time-LLMHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.082.8230.104
DLinearHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.0828.5870.455
CrossformerHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.081,644.7452.504