I have included a graphic using \includegraphics into a \begin{figure} \end{figure} in revtex4-1. The figure appears in section II (i.e. 2) but the caption of the figure says Fig.1 (this is not a problem per se).
The problem is when I refer to the figure by saying e.g.
See Figure \ref{Figure: Fig1} then the output is See Figure II.
I suspect because the figure occurs in section II. How to fix this? Or perhaps this is OK for journals (e.g. J math phys)? Below you can find a MWE
\documentclass{revtex4-1}
\usepackage{amsmath}
\usepackage{graphicx}
\usepackage{verbatim}
\usepackage{color}
\usepackage{subfigure}
\usepackage{hyperref}
\begin{document}
\section{First Section}
hey
\section{Second Section}
\begin{figure}
\includegraphics[width=.5\textwidth]{StupidPicture}\label{Figure: SimplyStupid}
\caption{This is a stupid picture}
\end{figure}
Hello dear reader, please see Figure \ref{Figure: SimplyStupid}. Thanks.
\end{document}
\labelbefore\captionpossibly the most F of all FAQ:-) This must be a duplicate.... – David Carlisle Jun 12 '15 at 15:00