1% Author: Simon-Pierre Boucher — simon-pierre.boucher@uqo.ca2% generated by scripts/20_evaluate.py — do not edit3\begin{tabular}{lrrrrrrrrr}4\toprule5Arm & {Mean $|e|$} & {MAE (CAD)} & {MdAPE} & {RMSE (log)} & {P90 $|e|$} & {P95 $|e|$} & {Bias $\bar e$} & {$|e|>\log 1.25$} & {N} \\6\midrule7A (hedonic) & \num{0.219} & \num{101233} & \num{0.142} & \num{0.316} & \num{0.536} & \num{0.738} & \num{0.006} & \num{0.331} & \num{1182} \\8B (hierarchical) & \num{0.207} & \num{95377} & \num{0.123} & \num{0.312} & \num{0.522} & \num{0.757} & \num{0.035} & \num{0.291} & \num{1182} \\9C (catboost) & \num{0.215} & \num{103040} & \num{0.138} & \num{0.327} & \num{0.497} & \num{0.759} & \num{0.077} & \num{0.297} & \num{1182} \\10C (gbm) & \num{0.218} & \num{103314} & \num{0.142} & \num{0.321} & \num{0.479} & \num{0.763} & \num{0.050} & \num{0.324} & \num{1182} \\11C (xgboost) & \num{0.222} & \num{105344} & \num{0.144} & \num{0.333} & \num{0.504} & \num{0.817} & \num{0.095} & \num{0.305} & \num{1182} \\12D (avm) & \num{0.202} & \num{95300} & \num{0.129} & \num{0.309} & \num{0.460} & \num{0.740} & \num{0.039} & \num{0.281} & \num{1182} \\13\midrule14E (single llm) & \num{0.187} & \num{83022} & \num{0.085} & \num{0.275} & \num{0.491} & \num{0.645} & \num{0.059} & \num{0.300} & \num{40} \\15F (independent) & \num{0.179} & \num{77780} & \num{0.088} & \num{0.268} & \num{0.431} & \num{0.660} & \num{0.061} & \num{0.275} & \num{40} \\16G (debate r2) & \num{0.187} & \num{81111} & \num{0.096} & \num{0.278} & \num{0.487} & \num{0.662} & \num{0.058} & \num{0.300} & \num{40} \\17\bottomrule18\end{tabular}19