ECHO: Correcting Time Series Foundation Model Forecasts with Historical Analogues and Errors

Boya Zhang, Xilin Dai, Yilin Wang +4

Time Series Foundation Models (TSFMs) provide general-purpose forecasting capabilities, yet their forecasts can remain misaligned with the temporal characteristics of a target doma…