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ResearchFormerly WizWand

Time Series Forecasting on Web

497.41MSETokenCast
483.40044577.96497672.5295767.09403Aug 8, 2025
Updated 4mo ago

Evaluation results

MethodLinks
TokenCastHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.08497.411.246
GPT4TSHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.08540.4921.458
Time-LLMHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.08557.8331.751
DLinearHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.08632.3011.398
CrossformerHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.08698.3161.963
AutoformerHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.08722.5063.303
TimeDARTHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.08773.6351.369
SimMTMHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.08847.6491.327