1arm,committee,aggregation,mean_abs_log_error,mae_cad,mdape,rmse_log,p90_abs_log_error,p95_abs_log_error,bias_log,severe_rate,n2A_hedonic,none,model,0.2185938773916135,101233.49137871097,0.14171441878083452,0.3156089825957377,0.5356384929018659,0.7379316820814765,0.006014533222618259,0.33079526226734346,1182.03B_hierarchical,none,model,0.20685163007412297,95377.19235054783,0.12292834029952382,0.3124985052927351,0.5217642515944428,0.7573147183249161,0.03539984692497287,0.2910321489001692,1182.04C_catboost,none,model,0.21463808000349202,103039.70809915233,0.1382487360665976,0.32712494092013894,0.49670892389245,0.7592147421157,0.0769218312317705,0.2969543147208122,1182.05C_gbm,none,model,0.21793871036888554,103314.08635564613,0.1421115953909055,0.32110844956498424,0.478575454351593,0.7625964069347773,0.05021093024719027,0.3240270727580372,1182.06C_xgboost,none,model,0.22180204133421091,105344.35616936337,0.14409796216862347,0.3330404895745805,0.5043543793585383,0.8168384288964584,0.09510816429410458,0.305414551607445,1182.07D_avm,none,model,0.2024250307340938,95299.73188033383,0.12945034317709198,0.3086463002014552,0.46031507564453755,0.7395463082579299,0.03871832865971896,0.2808798646362098,1182.08E_single_llm,mixed_random,median,0.18650753970155973,83022.175,0.08506682745452776,0.27495488819108443,0.49091093457069773,0.6448924880894997,0.05877583003180309,0.3,40.09F_independent,mixed_random,median,0.1787261001431398,77779.83887115055,0.0878879308262499,0.26822811107227423,0.43073329344754824,0.6600587868492497,0.06087627636627051,0.275,40.010G_debate_r2,mixed_random,median,0.18739539395828042,81111.36014474792,0.096109380183864,0.27806809479267924,0.48729545017873943,0.6619796463871616,0.057701636416563715,0.3,40.011