This section describes all extended tables of the experiments from Section~\ref{sec:experiment}. They concern the DISCOTEC performances and all baselines when testing different clustering algorithms on both the FCPS and UCI dataset.

\subsection{Complete tables with Kendall's tau correlation}
\label{appsec:extended_benchmark_kendall}

The tables~\ref{tab:benchmark_fixed_kendall_extended} and \ref{tab:benchmark_fixed_regretkendall_extended} correspond to the performances of scoring methods when the base clusterings are restricted to as many clusters as the number specified by the targets of the dataset.

\input{figures/table_benchmark_fixed_kendall_extended}
\input{figures/table_benchmark_fixed_regretkendall_extended}

The tables~\ref{tab:benchmark_mixed_kendall_extended} and~\ref{tab:benchmark_mixed_regretkendall_extended} correspond to the extension of the experiment where clustering models cover different number of clusters.

\input{figures/table_benchmark_mixed_kendall_extended}
\input{figures/table_benchmark_mixed_regretkendall_extended}


\subsection{Additional tables with Pearson correlation}
\label{appsec:extended_benchmark_pearson}

To further complete the results, we show the exact same tables measuring the Pearson correlation instead of the Kendall's tau correlation. The tables~\ref{tab:benchmark_fixed_pearson_extended} and~\ref{tab:benchmark_fixed_regretpearson_extended} respectively correspond to the correlation and regret on correlation when the number of clusters is fixed. The tables~\ref{tab:benchmark_mixed_pearson_extended} and~\ref{tab:benchmark_mixed_regretpearson_extended} respectively correspond to the correlation and regret on correlation when the number of clusters varies between clustering algorithms.


\input{figures/table_benchmark_fixed_pearson_extended}
\input{figures/table_benchmark_fixed_regretpearson_extended}
\input{figures/table_benchmark_mixed_pearson_extended}
\input{figures/table_benchmark_mixed_regretpearson_extended}

\subsection{Complete tables for the ARI regret of selected models}
\label{appsec:extended_benchmark_ari}

We finally report the extended results for the regret on the ARI of the top-selected model per score in Table~\ref{tab:benchmark_fixed_regretari_extended} when the number of clusters is restricted and Talbe~\ref{tab:benchmark_mixed_regretari_extended} when the number of clusters can vary.

\input{figures/table_benchmark_mixed_regretari_extended}
\input{figures/table_benchmark_fixed_regretari_extended}