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{0.198} & \num{95868} & \num{0.132} & \num{0.291} & \num{0.436} & \num{0.649} & \num{-0.004} & \num{0.291} & \num{83489} \\8B (hierarchical) & \num{0.185} & \num{90072} & \num{0.117} & \num{0.284} & \num{0.415} & \num{0.655} & \num{0.016} & \num{0.252} & \num{83489} \\9C (catboost) & \num{0.191} & \num{94518} & \num{0.124} & \num{0.289} & \num{0.413} & \num{0.659} & \num{0.012} & \num{0.265} & \num{83489} \\10C (gbm) & \num{0.193} & \num{94553} & \num{0.127} & \num{0.288} & \num{0.418} & \num{0.651} & \num{0.008} & \num{0.274} & \num{83489} \\11C (xgboost) & \num{0.192} & \num{95645} & \num{0.121} & \num{0.295} & \num{0.425} & \num{0.689} & \num{0.046} & \num{0.261} & \num{83489} \\12D (avm) & \num{0.180} & \num{88512} & \num{0.112} & \num{0.278} & \num{0.399} & \num{0.643} & \num{0.002} & \num{0.239} & \num{83489} \\13\midrule14E (single llm) & \num{0.195} & \num{96344} & \num{0.086} & \num{0.320} & \num{0.605} & \num{0.846} & \num{0.110} & \num{0.267} & \num{60} \\15F (independent) & \num{0.186} & \num{92553} & \num{0.090} & \num{0.310} & \num{0.584} & \num{0.805} & \num{0.107} & \num{0.233} & \num{60} \\16G (debate r2) & \num{0.189} & \num{93535} & \num{0.089} & \num{0.314} & \num{0.587} & \num{0.828} & \num{0.102} & \num{0.250} & \num{60} \\17\bottomrule18\end{tabular}19