\begin{tabular} {lcccccc}
\toprule
\textbf{Approach} & \textbf{Adult} & \textbf{Bank} & \textbf{COMPAS} & \textbf{German} & \textbf{ACSIncome} & \textbf{ACSPublicCoverage} \\ \midrule
Ensemble & \cellcolor{gold!30}0.1 $\pm$ 0.0 & \cellcolor{gold!30}0.074 $\pm$ 0.0 & \cellcolor{gold!30}0.067 $\pm$ 0.0 & \cellcolor{gold!30}0.06 $\pm$ 0.0 & \cellcolor{gold!30}0.077 $\pm$ 0.0 & \cellcolor{gold!30}0.081 $\pm$ 0.0 \\ 
Selective Ensemble & 0.46 $\pm$ 0.0 & 0.442 $\pm$ 0.0 & 0.461 $\pm$ 0.0 & 0.39 $\pm$ 0.0 & 0.441 $\pm$ 0.0 & 0.425 $\pm$ 0.0 \\ 
Self-(in)consistency & \cellcolor{bronze!30}0.257 $\pm$ 0.0 & \cellcolor{bronze!30}0.256 $\pm$ 0.0 & \cellcolor{bronze!30}0.255 $\pm$ 0.0 & \cellcolor{bronze!30}0.19 $\pm$ 0.0 & \cellcolor{bronze!30}0.258 $\pm$ 0.0 & \cellcolor{bronze!30}0.265 $\pm$ 0.0 \\ 
Binomial NLL & \cellcolor{silver!30}0.127 $\pm$ 0.0 & \cellcolor{silver!30}0.12 $\pm$ 0.0 & \cellcolor{silver!30}0.068 $\pm$ 0.0 & \cellcolor{silver!30}0.078 $\pm$ 0.0 & \cellcolor{silver!30}0.09 $\pm$ 0.0 & \cellcolor{silver!30}0.085 $\pm$ 0.0 \\ 
\bottomrule
\end{tabular}
