gistfile1.txt

\documentclass{article}
\usepackage[utf8]{inputenc}
\usepackage{hhline}
\usepackage{multirow}
\newcommand\mc[1]{\multicolumn{1}{c}{#1}}
\newcommand\mr[1]{\multirow{3}{5em}{#1}}
\begin{document}

\begin{tabular}{|c||c|c|c|c|}
\mc{}           & \mc{}    & \mc{AOT} & \mc{baseline} & \mc{ours} \\ \hline
\mr{5 cluster}  & logistic & 64.80\%  & 71.13\%       & 74.41\% \\
                & SVM-L1   & 66.13\%  & 70.46\%       & 74.32\% \\
                & SVM-L2   & 65.80\%  & 70.62\%       & 74.33\% \\ \hhline{|=|=|=|=|=|}
\mr{11 cluster} & logistic & 60.96\%  & 72.73\%       & 75.50\% \\
                & SVM-L1   & 61.07\%  & 71.38\%       & 75.59\% \\
                & SVM-L2   & 62.54\%  & 72.56\%       & 75.83\% \\ \hline
\end{tabular}

% aot
% log: 5 -> 64.80%, 11 -> 60.96%
% l1:  5 -> 66.13%, 11 -> 61.07%
% l2:  5 -> 65.80%, 11 -> 62.54%

% base
% log: 5 -> 71.13%, 11 -> 72.73%
% l1:  5 -> 70.46%, 11 -> 71.38%
% l2:  5 -> 70.62%, 11 -> 72.56%

% ours
% log: 5 -> 74.41%, 11 -> 75.50%
% l1:  5 -> 74.32%, 11 -> 75.59%
% l2:  5 -> 74.33%, 11 -> 75.83% 

\end{document}