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Time Series Forecasting on Economic

68.911MSETokenCast
55.41072146.53761237.6645328.79139Aug 8, 2025

Evaluation results

MethodLinks
TokenCastHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.0868.9111.701
Time-LLMHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.0881.5421.76
GPT4TSHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.0885.9471.716
TimeDARTHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.0886.0291.771
SimMTMHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.0890.3511.672
AutoformerHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.08116.7452.088
DLinearHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.08122.2162.07
CrossformerHistorical Length (L)=36, Evaluation Strategy=Average over four horizons and three trials2025.08406.4184.074