Efficient Test-Time Scaling for LLM-based Time Series Forecasting

Xuan-May Le, Minh-Tuan Tran, Ling Luo +3

Long-term time series forecasting benefits from preserving global structure such as trends and seasonality. Recent LLM-based forecasters often improve accuracy through test-time sc…