uci_Monte_Carlo_Dropout_rmse_ece_ll.tex

\begin{tabular}{l|ccc|ccc|ccc}
\toprule
 & \multicolumn{3}{|c}{Unit Variance Homoscedastic} & \multicolumn{3}{|c}{Conventional Heteroscedastic} & \multicolumn{3}{|c}{Faithful Heteroscedastic} \\
 & RMSE & ECE & LL & RMSE & ECE & LL & RMSE & ECE & LL \\
Dataset &  &  &  &  &  &  &  &  &  \\
\midrule
boston & 0.332 & 0.179 & -0.988 & \sout{0.419} & \sout{0.0176} & \sout{-0.225} & \textbf{0.332} & \textbf{0.0253} & \textbf{-0.308} \\
carbon & 0.134 & 0.796 & -2.81 & \textbf{0.117} & 0.331 & \textbf{1.56} & 0.134 & \textbf{0.305} & \textbf{1.11} \\
concrete & 0.299 & 0.162 & -0.978 & \sout{0.322} & \sout{0.0113} & \sout{-0.197} & \textbf{0.299} & \textbf{0.0125} & \textbf{-0.208} \\
energy & 0.215 & 0.313 & -1.88 & \sout{0.227} & \sout{0.0934} & \sout{1.23} & \textbf{0.215} & \textbf{0.141} & \textbf{0.606} \\
naval & 0.15 & 0.327 & -1.88 & \sout{0.237} & \sout{0.0597} & \sout{0.872} & \textbf{0.15} & \textbf{0.0671} & \textbf{0.893} \\
power plant & 0.25 & 0.02 & -0.955 & \textbf{0.248} & \textbf{0.000682} & \textbf{-0.0395} & 0.25 & 0.000747 & \textbf{-0.0587} \\
protein & 0.0473 & 0.25 & -0.926 & \sout{0.472} & \sout{0.146} & \sout{0.271} & \textbf{0.0473} & \textbf{0.248} & \textbf{-0.22} \\
superconductivity & 0.339 & 0.0218 & -0.986 & \sout{0.483} & \sout{0.000891} & \sout{-0.096} & \textbf{0.339} & \textbf{0.0023} & \textbf{-0.16} \\
wine-red & 0.773 & 0.00523 & -1.23 & \textbf{0.778} & 0.00177 & \textbf{-1.15} & \textbf{0.773} & \textbf{0.00177} & -1.17 \\
wine-white & 0.761 & 0.00185 & -1.22 & \sout{0.788} & \sout{0.000475} & \sout{-1.17} & \textbf{0.761} & \textbf{0.000468} & \textbf{-1.19} \\
yacht & 0.0996 & 0.654 & -0.935 & \sout{0.662} & \sout{0.11} & \sout{-0.844} & \textbf{0.0996} & \textbf{0.348} & \textbf{0.567} \\
\textit{{Total wins or ties}} & -- & -- & -- & \textit{3} & \textit{1} & \textit{3} & \textit{9} & \textit{10} & \textit{10} \\
\bottomrule
\end{tabular}