Does Synthetic Data Help? Empirical Evidence from Deep Learning Time Series Forecasters
arXiv:2605.06032v1 Announce Type: new
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 sys…