Here is my own homebrew concoction of \tabdashline, based on my answer at Dotted line instead of \hline in table environment. Here, I don't extend it out to the cell boundaries. It only does one column at a time. The syntax &&&\tabdashline will place the dashfill in the 4th column.
Parameters like \repfrac, \replength, and \rulewidth allow the dashed line to be tailored.
\documentclass{article}
\usepackage{caption}
\usepackage{booktabs,multirow}
\newlength\replength
\newcommand\repfrac{.66}
\newcommand\dashfrac[1]{\renewcommand\repfrac{#1}}
\setlength\replength{5pt}
\newcommand\rulewidth{.8pt}
\newcommand\tdashfill[1][\repfrac]{\cleaders\hbox to \replength{%
\smash{\rule[\arraystretch\ht\strutbox]{\repfrac\replength}{\rulewidth}}}\hfill}
\newcommand\tabdashline{%
\tdashfill\hfil%
\\[-\arraystretch\dimexpr\ht\strutbox+\dp\strutbox\relax]%
}
\begin{document}
\begin{table}
\captionsetup{labelformat=empty}\
\centering \caption{REVENUE INTEREST}\
\begin{tabular}{ccccc}
\toprule
\multirow{2}{*}{\hspace{5 mm}}&EXPENSE&Oil&Plant&Gas\\
\makebox[3em]{}&\makebox[6em]{INTEREST}&\makebox[6em]{Condensate}&\makebox[6em]{Products}&\makebox[6em]{\hspace{5 mm}} \\
& \tabdashline
&& \tabdashline
&&& \tabdashline
&&&& \tabdashline
A&\parbox[c][3em][c]{6em}{0.0000}&4&2&1\\
\bottomrule [0.0 pt]
\end{tabular}
\end{table}
\end{document}

If one is unhappy with the syntax of
& \tabdashline
&& \tabdashline
&&& \tabdashline
&&&& \tabdashline
then here is an alternate version that instead uses
& \tabdashline & \tabdashline & \tabdashline & \tabdashline\tabdashnewline
Here is the MWE:
\documentclass{article}
\usepackage{caption}
\usepackage{booktabs,multirow}
\newlength\replength
\newcommand\repfrac{.66}
\newcommand\dashfrac[1]{\renewcommand\repfrac{#1}}
\setlength\replength{5pt}
\newcommand\rulewidth{.8pt}
\newcommand\tdashfill[1][\repfrac]{\cleaders\hbox to \replength{%
\smash{\rule[\arraystretch\ht\strutbox]{\repfrac\replength}{\rulewidth}}}\hfill}
\newcommand\tabdashline{%
\tdashfill\hfil%
}
\newcommand\tabdashnewline{%
\\[-\arraystretch\dimexpr\ht\strutbox+\dp\strutbox\relax]%
}
\begin{document}
\begin{table}
\captionsetup{labelformat=empty}\
\centering \caption{REVENUE INTEREST}\
\begin{tabular}{ccccc}
\toprule
\multirow{2}{*}{\hspace{5 mm}}&EXPENSE&Oil&Plant&Gas\\
\makebox[3em]{}&\makebox[6em]{INTEREST}&\makebox[6em]{Condensate}&\makebox[6em]{Products}&\makebox[6em]{\hspace{5 mm}} \\
& \tabdashline & \tabdashline & \tabdashline & \tabdashline\tabdashnewline
A&\parbox[c][3em][c]{6em}{0.0000}&4&2&1\\
\bottomrule [0.0 pt]
\end{tabular}
\end{table}
\end{document}
\cmidruleperhaps? – May 14 '15 at 22:40