In this paper, we revisit the monetary model in growth rates in explaining exchange rates. Different with the literature, we consider the cross-sectional dependence when using the panel data to predict exchange rates. By using quarterly and monthly data in 30 countries, we find that the monetary model in growth rates can outperform random walk with and without drift in the prediction.