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,0.1965395654036433,84618.06466949593,0.12458481659610149,0.29585039474850394,0.45082916805567363,0.6797019882820978,0.008296036496991234,0.27984805634115234,72132.03B_hierarchical,none,model,0.1901013943871288,81929.37283629781,0.11585438292713085,0.29330325862839796,0.4440281866344344,0.686948384046076,0.0211892113840668,0.25901125713968837,72132.04C_catboost,none,model,0.1728449166688981,73856.1000451516,0.0985819201286563,0.2836864452089413,0.39564407609373636,0.6907546505071392,0.03929236431380833,0.21206953917817334,72132.05C_gbm,none,model,0.1825518199096673,78141.03408972699,0.1122073819947288,0.2825595961606405,0.412170054862151,0.6592591403539668,0.007895772145622577,0.24550823490267842,72132.06C_xgboost,none,model,0.1812049738521171,78659.43914081779,0.10515994992690059,0.29267409548683754,0.42416748020295236,0.7135442308264949,0.05402146562614569,0.22784617090888926,72132.07D_avm,none,model,0.18014167592470398,77392.32261709639,0.109260247594546,0.2804998618844654,0.4066930669992761,0.6588447692888497,0.004485868645034657,0.23828536571840514,72132.08E_single_llm,mixed_random,median,0.18152027933145048,64424.27500000002,0.11771828687251629,0.25889233799108785,0.4187760165520603,0.4569422135828799,0.0645299564214473,0.275,40.09F_independent,mixed_random,median,0.1790658698103976,63379.75228429295,0.1182178076253731,0.25481088480064895,0.3849386526672,0.4430984029974624,0.06473147588294807,0.3,40.010G_debate_r1,mixed_random,median,0.17795994858564676,63018.52623555394,0.1151532405382264,0.25441101373771824,0.3774047996100212,0.4195372237846765,0.05929379950426648,0.3,40.011G_debate_r2,mixed_random,median,0.1756280898133557,62715.31128401967,0.11301644701869923,0.2498878914959799,0.3695659962600122,0.4196121863595829,0.05587774779005326,0.3,40.012G_debate_r4,mixed_random,median,0.162923796912827,65062.61611941088,0.09950741701872856,0.26974890377983857,0.34899220412608867,0.4218478254740278,0.041768743864376304,0.25,20.013G_fullview,mixed_random,median,0.17455906988101186,62350.606382406644,0.11277815929702345,0.2502707687805322,0.34627991324610125,0.42477737493805917,0.05856397260812209,0.3,40.014H_debate_skeptic,mixed_random,median,0.17507604886472028,62649.305615045814,0.11919490475681532,0.2496981235058179,0.3501022141078921,0.4295842503760401,0.055489643704223955,0.275,40.015I_placebo,mixed_random,median,0.18364834891764875,64127.433942059244,0.10627766766390445,0.2636646044070842,0.4225461388678291,0.46321473299277605,0.06377672270646344,0.3,40.016J_cost_matched,mixed_random,median,0.1786301928342328,63449.275,0.11757350812077205,0.25739474710023774,0.3853149136344805,0.4755091706540879,0.07045289661192915,0.275,40.017