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{0.197} & \num{84618} & \num{0.125} & \num{0.296} & \num{0.451} & \num{0.680} & \num{0.008} & \num{0.280} & \num{72132} \\8B (hierarchical) & \num{0.190} & \num{81929} & \num{0.116} & \num{0.293} & \num{0.444} & \num{0.687} & \num{0.021} & \num{0.259} & \num{72132} \\9C (catboost) & \num{0.173} & \num{73856} & \num{0.099} & \num{0.284} & \num{0.396} & \num{0.691} & \num{0.039} & \num{0.212} & \num{72132} \\10C (gbm) & \num{0.183} & \num{78141} & \num{0.112} & \num{0.283} & \num{0.412} & \num{0.659} & \num{0.008} & \num{0.246} & \num{72132} \\11C (xgboost) & \num{0.181} & \num{78659} & \num{0.105} & \num{0.293} & \num{0.424} & \num{0.714} & \num{0.054} & \num{0.228} & \num{72132} \\12D (avm) & \num{0.180} & \num{77392} & \num{0.109} & \num{0.280} & \num{0.407} & \num{0.659} & \num{0.004} & \num{0.238} & \num{72132} \\13\midrule14E (single llm) & \num{0.182} & \num{64424} & \num{0.118} & \num{0.259} & \num{0.419} & \num{0.457} & \num{0.065} & \num{0.275} & \num{40} \\15F (independent) & \num{0.179} & \num{63380} & \num{0.118} & \num{0.255} & \num{0.385} & \num{0.443} & \num{0.065} & \num{0.300} & \num{40} \\16G (debate r1) & \num{0.178} & \num{63019} & \num{0.115} & \num{0.254} & \num{0.377} & \num{0.420} & \num{0.059} & \num{0.300} & \num{40} \\17G (debate r2) & \num{0.176} & \num{62715} & \num{0.113} & \num{0.250} & \num{0.370} & \num{0.420} & \num{0.056} & \num{0.300} & \num{40} \\18G (debate r4) & \num{0.163} & \num{65063} & \num{0.100} & \num{0.270} & \num{0.349} & \num{0.422} & \num{0.042} & \num{0.250} & \num{20} \\19G (fullview) & \num{0.175} & \num{62351} & \num{0.113} & \num{0.250} & \num{0.346} & \num{0.425} & \num{0.059} & \num{0.300} & \num{40} \\20H (debate skeptic) & \num{0.175} & \num{62649} & \num{0.119} & \num{0.250} & \num{0.350} & \num{0.430} & \num{0.055} & \num{0.275} & \num{40} \\21I (placebo) & \num{0.184} & \num{64127} & \num{0.106} & \num{0.264} & \num{0.423} & \num{0.463} & \num{0.064} & \num{0.300} & \num{40} \\22J (cost matched) & \num{0.179} & \num{63449} & \num{0.118} & \num{0.257} & \num{0.385} & \num{0.476} & \num{0.070} & \num{0.275} & \num{40} \\23\bottomrule24\end{tabular}25