
    \begin{table*}[t]
    \centering
    \fontsize{10}{11}\selectfont
    \begin{tabular}{llcccccccc}
    \toprule \noalign{\vskip2pt}
    \multicolumn{1}{c}{\multirow{2}{*}{\textbf{Train-time}}} & \multicolumn{1}{c}{\multirow{2}{*}{\textbf{Post-hoc}}}  & \multicolumn{2}{c}{\textbf{MNIST}} & \multicolumn{2}{c}{\textbf{CIFAR-10}} & \multicolumn{2}{c}{\textbf{20 Newsgroups}} & \multicolumn{2}{c}{\textbf{Tiny-ImageNet}} \\ \noalign{\vskip2pt} \cline{3-10} \noalign{\vskip2pt} 
    \multicolumn{1}{c}{}                      & \multicolumn{1}{c}{}  &  \multicolumn{1}{c}{\cellcolor{red!20}\textbf{Err ($\downarrow$)}} & \multicolumn{1}{c}{\textbf{Cov ($\uparrow$)}} &  \multicolumn{1}{c}{\cellcolor{red!20}\textbf{Err ($\downarrow$)}} & \multicolumn{1}{c}{\textbf{Cov ($\uparrow$)}} &  \multicolumn{1}{c}{\cellcolor{red!20}\textbf{Err ($\downarrow$)}} & \multicolumn{1}{c}{\textbf{Cov ($\uparrow$)}} &  \multicolumn{1}{c}{\cellcolor{red!20}\textbf{Err ($\downarrow$)}} & \multicolumn{1}{c}{\textbf{Cov ($\uparrow$)}} \\ \noalign{\vskip2pt} \toprule \noalign{\vskip4pt} 
    \multirow{6}{*}{Vanilla}                     & Softmax &  \cellcolor{red!10}\textbf{4.1}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.7} } &  85.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.5 } &  \cellcolor{red!10}4.8\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.2 } &  14.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.1 } &  \cellcolor{red!10}6.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.6 } &  48.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.6 } &  \cellcolor{red!10}11.1\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.3 } &  32.6\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.5 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  TS &  \cellcolor{red!10}7.8\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.6 } &  94.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.5 } &  \cellcolor{red!10}7.3\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.3 } &  23.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.7 } &  \cellcolor{red!10}9.7\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.6 } &  60.7\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.3 } &  \cellcolor{red!10}16.3\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.5 } &  37.4\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.5 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  Dirichlet &  \cellcolor{red!10}7.9\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.7 } &  93.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.2 } &  \cellcolor{red!10}7.7\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.5 } &  22.4\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.2 } &  \cellcolor{red!10}9.4\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.9 } &  59.4\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.8 } &  \cellcolor{red!10}17.1\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.4 } &  33.3\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.0 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  SB &  \cellcolor{red!10}6.7\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.5 } &  92.6\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.5 } &  \cellcolor{red!10}6.1\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.4 } &  18.6\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.1 } &  \cellcolor{red!10}8.1\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.6 } &  58.1\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.8 } &  \cellcolor{red!10}15.7\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.6 } &  35.4\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.2 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  Top-HB &  \cellcolor{red!10}7.4\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.4 } &  93.1\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont3.6 } &  \cellcolor{red!10}6.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.7 } &  15.6\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.9 } &  \cellcolor{red!10}9.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.0 } &  59.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.0 } &  \cellcolor{red!10}16.6\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.5 } &  37.6\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.2 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  \textbf{Ours} &  \cellcolor{red!10}4.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.5 } &  \textbf{95.6}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{1.4} } &  \cellcolor{red!10}\textbf{3.0}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.2} } &  \textbf{78.5}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.2} } &  \cellcolor{red!10}\textbf{2.5}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{1.1} } &  \textbf{80.6}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.7} } &  \cellcolor{red!10}\textbf{1.4}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{2.1} } &  \textbf{59.2}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.8} }\\\noalign{\vskip4pt} \hline \noalign{\vskip4pt}\noalign{\vskip2pt}\multirow{6}{*}{CRL}                     & Softmax &  \cellcolor{red!10}4.7\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.4 } &  86.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont4.5 } &  \cellcolor{red!10}5.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.3 } &  15.9\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.8 } &  \cellcolor{red!10}5.8\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.5 } &  48.3\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.3 } &  \cellcolor{red!10}10.4\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.4 } &  32.5\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.6 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  TS &  \cellcolor{red!10}8.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.8 } &  94.8\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.8 } &  \cellcolor{red!10}6.8\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.8 } &  20.3\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.1 } &  \cellcolor{red!10}9.5\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.0 } &  61.7\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.6 } &  \cellcolor{red!10}15.8\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.6 } &  37.4\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.7 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  Dirichlet &  \cellcolor{red!10}8.6\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.6 } &  93.1\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.6 } &  \cellcolor{red!10}7.7\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.2 } &  20.9\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.1 } &  \cellcolor{red!10}8.7\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.9 } &  58.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.4 } &  \cellcolor{red!10}16.3\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.4 } &  33.1\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.9 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  SB &  \cellcolor{red!10}7.4\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.8 } &  93.1\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.7 } &  \cellcolor{red!10}5.9\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.9 } &  17.9\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.5 } &  \cellcolor{red!10}8.9\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.1 } &  57.9\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont3.9 } &  \cellcolor{red!10}15.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.4 } &  35.5\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.2 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  Top-HB &  \cellcolor{red!10}7.7\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.8 } &  94.1\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.5 } &  \cellcolor{red!10}4.4\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.5 } &  12.3\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.4 } &  \cellcolor{red!10}8.8\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.0 } &  58.8\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.7 } &  \cellcolor{red!10}16.5\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.5 } &  38.9\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.6 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  \textbf{Ours} &  \cellcolor{red!10}\textbf{4.5}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{1.4} } &  \textbf{95.6}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{1.3} } &  \cellcolor{red!10}\textbf{2.2}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.6} } &  \textbf{77.9}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.2} } &  \cellcolor{red!10}\textbf{1.8}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{1.2} } &  \textbf{81.3}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.5} } &  \cellcolor{red!10}\textbf{2.8}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{2.1} } &  \textbf{61.2}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{1.4} }\\\noalign{\vskip4pt} \hline \noalign{\vskip4pt}\noalign{\vskip2pt}\multirow{6}{*}{FMFP}                     & Softmax &  \cellcolor{red!10}4.8\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.8 } &  84.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont4.1 } &  \cellcolor{red!10}4.9\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.4 } &  15.6\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.7 } &  \cellcolor{red!10}5.4\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.7 } &  45.4\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.9 } &  \cellcolor{red!10}10.5\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.3 } &  32.4\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.4 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  TS &  \cellcolor{red!10}8.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.6 } &  95.3\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.6 } &  \cellcolor{red!10}6.5\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.3 } &  21.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.5 } &  \cellcolor{red!10}9.5\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.5 } &  57.7\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.2 } &  \cellcolor{red!10}16.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.1 } &  37.7\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.8 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  Dirichlet &  \cellcolor{red!10}8.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.3 } &  94.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.2 } &  \cellcolor{red!10}6.9\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.4 } &  21.7\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.2 } &  \cellcolor{red!10}8.9\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.0 } &  56.6\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.4 } &  \cellcolor{red!10}17.4\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.8 } &  33.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.8 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  SB &  \cellcolor{red!10}7.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.1 } &  93.1\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.3 } &  \cellcolor{red!10}6.1\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.5 } &  19.5\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.0 } &  \cellcolor{red!10}8.6\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.4 } &  55.8\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.3 } &  \cellcolor{red!10}15.5\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.6 } &  36.1\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.5 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  Top-HB &  \cellcolor{red!10}7.1\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.6 } &  93.3\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont4.9 } &  \cellcolor{red!10}5.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.5 } &  14.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.4 } &  \cellcolor{red!10}9.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.7 } &  57.9\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.4 } &  \cellcolor{red!10}16.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.4 } &  37.4\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.1 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  \textbf{Ours} &  \cellcolor{red!10}\textbf{4.6}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.8} } &  \textbf{95.7}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.2} } &  \cellcolor{red!10}\textbf{3.0}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.4} } &  \textbf{77.4}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.2} } &  \cellcolor{red!10}\textbf{2.5}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.9} } &  \textbf{80.8}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.6} } &  \cellcolor{red!10}\textbf{1.8}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{2.0} } &  \textbf{60.8}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{1.4} }\\\noalign{\vskip4pt} \hline \noalign{\vskip4pt}\noalign{\vskip2pt}\multirow{6}{*}{Squentropy}                     & Softmax &  \cellcolor{red!10}\textbf{3.7}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{1.0} } &  88.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont3.9 } &  \cellcolor{red!10}5.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.5 } &  21.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.8 } &  \cellcolor{red!10}4.6\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.4 } &  52.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.2 } &  \cellcolor{red!10}7.8\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.3 } &  36.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.8 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  TS &  \cellcolor{red!10}6.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.1 } &  95.6\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.9 } &  \cellcolor{red!10}6.9\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.6 } &  28.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.5 } &  \cellcolor{red!10}8.3\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.6 } &  66.6\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.4 } &  \cellcolor{red!10}13.3\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.1 } &  44.9\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.0 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  Dirichlet &  \cellcolor{red!10}6.5\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.2 } &  95.9\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.8 } &  \cellcolor{red!10}7.3\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.3 } &  29.4\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.1 } &  \cellcolor{red!10}7.8\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.6 } &  64.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.3 } &  \cellcolor{red!10}14.1\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.3 } &  42.5\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.7 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  SB &  \cellcolor{red!10}6.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.8 } &  95.3\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.2 } &  \cellcolor{red!10}6.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.4 } &  23.8\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.9 } &  \cellcolor{red!10}7.8\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.7 } &  63.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.9 } &  \cellcolor{red!10}13.0\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.5 } &  45.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.0 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  Top-HB &  \cellcolor{red!10}5.3\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.4 } &  96.4\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.9 } &  \cellcolor{red!10}4.3\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.5 } &  15.8\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.4 } &  \cellcolor{red!10}8.2\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.8 } &  66.5\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont2.2 } &  \cellcolor{red!10}13.7\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.1 } &  45.9\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont1.4 }\\\noalign{\vskip2pt}\hhline{~---------}\noalign{\vskip2pt}                                 &  \textbf{Ours} &  \cellcolor{red!10}4.1\scalebox{0.6}{\ensuremath{\pm}}{\fontsize{7}{11}\selectfont0.8 } &  \textbf{97.2}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.5} } &  \cellcolor{red!10}\textbf{2.3}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.5} } &  \textbf{79.0}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.3} } &  \cellcolor{red!10}\textbf{3.3}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.8} } &  \textbf{82.9}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.4} } &  \cellcolor{red!10}\textbf{0.6}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.2} } &  \textbf{66.5}\scalebox{0.6}{\ensuremath{\bm{\pm}}}{\fontsize{7}{11}\selectfont\textbf{0.7} }\\\noalign{\vskip4pt} \bottomrule\noalign{\vskip2pt}
    \end{tabular}
    \caption{In every round the error was enforced to be below 5\%; TS stands for Temperature Scaling, SB stands for Scaling Binning, Top-HB stands for Top-Label Histogram Binning}
    \label{table:final_table}
    \end{table*}