% \begin{table*}[t]
%     \centering
%     \small
%     \caption{\textbf{Comparison of a ViT's Average Precision and 
%       multi-label F1 score (Macro-averaged) on the BigEarthNetv2.0 test split with and 
%       without a SatCLIP location encoder auxiliary token.} Ablation includes linear probing a pre-trained SatCLIP location encoder (Right). Mean results over 
%       five random seeds. Unless specified, all results report $\leq 0.1\%$ standard error.}
%     \label{tab:vit_table}
%     \vspace{0.5em}
%     \small
%     \begin{tabular}{
%         l
%         >{\columncolor{gray!20}}c
%         >{\columncolor{gray!20}}c
%         >{\columncolor{gray!20}}c
%         >{\columncolor{gray!20}}c
%         cccc
%         >{\centering\arraybackslash}p{1.4cm}}
        
%         \toprule
%         \textbf{Subset (\%)} 
%             & \multicolumn{4}{c}{\textbf{W/ SatCLIP Aux. Token}} 
%             & \multicolumn{4}{c}{\textbf{Vanilla ViT}} 
%             & \textbf{SatCLIP (F1)} \\ 
        
        
%         \cmidrule(lr){2-5} \cmidrule(lr){6-9}
%          & \textbf{Vit-B} & \textbf{Vit-B} & \textbf{Vit-S} & \textbf{Vit-S} 
%          & \textbf{Vit-B} & \textbf{Vit-B} & \textbf{Vit-S} & \textbf{Vit-S} 
%          & \\
%          & Avg Prec & F1 & Avg Prec & F1 & Avg Prec & F1 & Avg Prec & F1 & \\
%         \midrule
%         1\%   & \textbf{46.3} & \textbf{36.1} & 40.45 & 23.27 ± 1.27 & 44.6 & 32.1 & 39.78 & 22.95 ± 1.31 & 15.9 \\
%         2\%   & \textbf{55.6} & \textbf{45.9} & 47.96 & 33.82 ± 1.10 & 51.1 & 40.2 & 45.60 & 34.11 & 14.1 \\
%         5\%   & \textbf{62.7} & \textbf{54.1} & 59.98 & 47.84 ± 2.08 & 58.9 & 50.2 & 56.07 & 44.05 ± 1.13 & 10.1 \\
%         20\%  & \textbf{66.8} & \textbf{60.6} & 66.4  & 58.3           & 64.5 & 58.1 & 64.2  & 57.6          & 12.5 \\
%         50\%  & \textbf{70.1} & \textbf{64.7} & 70.1  & 64.3           & 68.7 & 63.5 & 69.2  & 63.7          & 21.7 \\
%         100\% & 70.3         & 65.2         & \textbf{70.8} & \textbf{65.4} & 69.5 & 64.1 & 70.1  & 64.5          & 23.2 \\
%         \bottomrule
%     \end{tabular}
% \end{table*}

\begin{table*}[t]
    \centering
    \small
    \caption{\textbf{Comparison of a ViT's Average Precision and 
      multi-label F1 score (Macro-averaged) on the BigEarthNetv2.0 test split with and 
      without a SatCLIP location encoder auxiliary token.} BigEarthNetv2.0 \citep{bigearthnet} consists of $549,488$ Sentinel-2 image tiles. Ablation includes linear probing a pre-trained SatCLIP location encoder (Right). Mean results over five random seeds. Unless specified, all results report $\leq 0.1\%$ standard error.}
    \label{tab:vit_table}
    \vspace{0.5em}
    \setlength\tabcolsep{1pt}% tighten up inter-column spacing
    \resizebox{\textwidth}{!}{%
    \begin{tabular}{
        l
        cccc
        cccc
        >{\centering\arraybackslash}p{1.4cm}
    }
    \toprule
    \textbf{Subset (\%)} 
      & \multicolumn{4}{c}{\textbf{ViT-B}} 
      & \multicolumn{4}{c}{\textbf{ViT-S}} 
      & \textbf{SatCLIP} \\
    \cmidrule(lr){2-5} \cmidrule(lr){6-9}
      & \multicolumn{2}{c}{\textbf{W/ SatCLIP Aux.\ Token}} 
      & \multicolumn{2}{c}{\textbf{Vanilla ViT}}
      & \multicolumn{2}{c}{\textbf{W/ SatCLIP Aux.\ Token}} 
      & \multicolumn{2}{c}{\textbf{Vanilla ViT}}
      & \\
    \cmidrule(lr){2-3} \cmidrule(lr){4-5} \cmidrule(lr){6-7} \cmidrule(lr){8-9}
      & Avg Prec     & F1            & Avg Prec      & F1
      & Avg Prec     & F1            & Avg Prec      & F1
      & F1 \\
    \midrule
    1\%   & \textbf{46.3} & \textbf{36.1} & 44.6          & 32.1
          & 40.45         & 23.27~$\pm$~1.27 & 39.78      & 22.95~$\pm$~1.31
          & 15.9 \\
    2\%   & \textbf{55.6} & \textbf{45.9} & 51.1          & 40.2
          & 47.96         & 33.82~$\pm$~1.10 & 45.60      & 34.11
          & 14.1 \\
    5\%   & \textbf{62.7} & \textbf{54.1} & 58.9          & 50.2
          & 59.98         & 47.84~$\pm$~2.08 & 56.07      & 44.05~$\pm$~1.13
          & 10.1 \\
    20\%  & \textbf{66.8} & \textbf{60.6} & 64.5          & 58.1
          & 66.4          & 58.3             & 64.2       & 57.6
          & 12.5 \\
    50\%  & \textbf{70.1} & \textbf{64.7} & 68.7          & 63.5
          & 70.1          & 64.3             & 69.2       & 63.7
          & 21.7 \\
    100\% & 70.3          & 65.2          & 69.5          & 64.1
          & \textbf{70.8} & \textbf{65.4}    & 70.1       & 64.5
          & 23.2 \\
    \bottomrule
    \end{tabular}
    }
\end{table*}


