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\section{Preliminary results for UCF-Sports Dataset}  The following results are obtained without tuning the MRF objective functions parameters: $\sigma_s$ and $\sigma_d$. \begin{tabular}{ c c }  Method & mAP \\  Raptis et al [2011] & 79.4\% \\   Lan at al [2012] & 73.1 \% \\   SDPM [2011] & 75.2 \% \\   Ma et al [2013] & 81.7 \%\\   Xu et al [2014] & 78.8 \% \\   Ours & 78.5 77.5  \% \\ \end{tabular}