Does Synthetic Data Help? Empirical Evidence from Deep Learning Time Series Forecasters

概要

arXiv:2605.06032v1 Announce Type: cross Abstract: Synthetic data has transformed language model training, yet its role in time series forecasting remains poorly understood. We present a large-scale empirical study: nine experiment groups, 4,218 runs systematically evaluating synthetic time series a…