\begin{tabular} {lcccccc}
\toprule
\textbf{Approach} & \textbf{Adult} & \textbf{Bank} & \textbf{COMPAS} & \textbf{German} & \textbf{ACSIncome} & \textbf{ACSPublicCoverage} \\ \midrule
Ensemble & \cellcolor{gold!30}0.074 $\pm$ 0.0 & \cellcolor{gold!30}0.079 $\pm$ 0.0 & \cellcolor{silver!30}0.068 $\pm$ 0.0 & \cellcolor{gold!30}0.062 $\pm$ 0.0 & \cellcolor{gold!30}0.069 $\pm$ 0.0 & \cellcolor{gold!30}0.077 $\pm$ 0.0 \\ 
Selective Ensemble & 0.451 $\pm$ 0.0 & 0.451 $\pm$ 0.0 & 0.444 $\pm$ 0.0 & 0.386 $\pm$ 0.0 & 0.454 $\pm$ 0.0 & 0.44 $\pm$ 0.0 \\ 
Self-(in)consistency & \cellcolor{bronze!30}0.266 $\pm$ 0.0 & \cellcolor{bronze!30}0.258 $\pm$ 0.0 & \cellcolor{bronze!30}0.241 $\pm$ 0.0 & \cellcolor{bronze!30}0.203 $\pm$ 0.0 & \cellcolor{bronze!30}0.244 $\pm$ 0.0 & \cellcolor{bronze!30}0.244 $\pm$ 0.0 \\ 
Binomial NLL & \cellcolor{silver!30}0.133 $\pm$ 0.0 & \cellcolor{silver!30}0.123 $\pm$ 0.0 & \cellcolor{gold!30}0.06 $\pm$ 0.0 & \cellcolor{silver!30}0.083 $\pm$ 0.0 & \cellcolor{silver!30}0.096 $\pm$ 0.0 & \cellcolor{silver!30}0.086 $\pm$ 0.0 \\ 
\bottomrule
\end{tabular}
