
\begin{table}[h!] 
\centering
\fontsize{10pt}{10pt}\selectfont
\caption{Comparison between neighborhood consistency and baselines with BYOL.}
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\resizebox{0.98\textwidth}{!}{
\begin{tabular}{c@{\hskip 2em}c@{\hskip 1em}|@{\hskip 1em}cccc@{\hskip 1em}|@{\hskip 1em}cccc}
\toprule
\multirow{3}{*}{Method} & \multirow{3}{*}{\makecell[c]{distance / \\ normalized}} & \multicolumn{4}{c|@{\hskip 1em}}{ResNet-18} & \multicolumn{4}{c}{ResNet-50}  \\  \cline{3-10} 
 & & \multicolumn{2}{c}{\texttt{CIFAR-10}}  & \multicolumn{2}{c|@{\hskip 1em}}{\texttt{CIFAR-100}} & \multicolumn{2}{c}{\texttt{CIFAR-10}}  & \multicolumn{2}{c}{\texttt{CIFAR-100}} \\
 & & PCC & AUROC  & PCC & AUROC & PCC & AUROC  & PCC & AUROC \\
\midrule
{\bf $\mathsf{NC}_{\bf 100}$ }  & cosine & \bf 0.325 \tiny{$\pm$ 0.007} & \bf 0.653 \tiny{$\pm$ 0.003} & \bf 0.425 \tiny{$\pm$ 0.005} & \underline{0.830} \tiny{$\pm$ 0.004} & \bf 0.338 \tiny{$\pm$ 0.003} & \underline{0.638} \tiny{$\pm$ 0.001} & \bf 0.371 \tiny{$\pm$ 0.007} & \underline{0.699} \tiny{$\pm$ 0.004}\\
\midrule
$\mathsf{AvgDist}_1$ & cosine & \underline{0.253} \tiny{$\pm$ 0.003} & \underline{0.613} \tiny{$\pm$ 0.001} & 0.157 \tiny{$\pm$ 0.005} & 0.557 \tiny{$\pm$ 0.011} & 0.181 \tiny{$\pm$ 0.008} & 0.575 \tiny{$\pm$ 0.002} & 0.072 \tiny{$\pm$ 0.004} & 0.539 \tiny{$\pm$ 0.005} \\
$\mathsf{Norm}$  & - & 0.186 \hspace{2em} & 0.611 \hspace{2em} & \underline{0.293} \hspace{2em} & \bf 0.855 \hspace{2em} & 0.328 \hspace{2em} & \bf 0.667 \hspace{2em} & 0.276 \hspace{2em} & \bf 0.740 \hspace{2em} \\
$\mathsf{LL}$ & normalized & 0.213 \tiny{$\pm$ 0.005} & 0.598 \tiny{$\pm$ 0.004} & 0.201 \tiny{$\pm$ 0.007} & 0.635 \tiny{$\pm$ 0.011} & 0.077 \tiny{$\pm$ 0.006} & 0.544 \tiny{$\pm$ 0.003} & 0.063 \tiny{$\pm$ 0.005} & 0.543 \tiny{$\pm$ 0.002}
 \\
$\mathsf{FV}$  & normalized & -0.245 \hspace{2em} & 0.377 \hspace{2em} & -0.411 \hspace{2em} & 0.160 \hspace{2em} & -0.397 \hspace{2em} & 0.328 \hspace{2em} & -0.455 \hspace{2em} & 0.239 \hspace{2em} \\
\bottomrule
\end{tabular}
}
\label{tab:byol}
\end{table}
