| strategy,model,r2_mean,r2_sd,mae_mean,mae_sd,rmse_mean,rmse_sd,bias_mean,bias_sd,calibration_slope_mean,calibration_slope_sd,calibration_intercept_mean,calibration_intercept_sd,family | |
| canonical_grouped,arithmetic_mean,0.9709332144593248,0.0024088166776147,0.4270808772954917,0.0305459275134212,0.6479999079473487,0.0695740037985344,-0.1070004873221028,0.037426642027746,0.9200843483405498,0.0127182239606607,0.4967689136338173,0.103376757445674,Neural-stack ablation | |
| canonical_grouped,stack_all_base_only,0.9758702124061808,0.0017558953687027,0.3722914140930192,0.0134693780275088,0.589896183087408,0.052421580249827,-0.0125459224666054,0.0152946290644672,0.962163806381838,0.0158928233145088,0.2745199870171677,0.1386071143200847,Neural-stack ablation | |
| canonical_grouped,stack_all_plus_descriptors,0.9768698528908698,0.0017168932498106,0.3600612615742455,0.0156343733703709,0.5778594322207465,0.0570430507486337,-0.0166882709358887,0.0198668105670649,0.970001730227792,0.0177076500906493,0.2113807834105771,0.151387135204572,Neural-stack ablation | |
| canonical_grouped,stack_gat_fpnn,0.9563349124691056,0.0054455895908362,0.6000320517520699,0.087330505410256,0.795807179400267,0.119284847339479,-0.0010177911337228,0.0329014225456052,0.8453643259378318,0.0163799315671655,1.1655215377667494,0.1252962783119781,Neural-stack ablation | |
| canonical_grouped,stack_gat_gcn,0.9564245312282066,0.004537162405652,0.5996603160810859,0.0954647970176871,0.7953289850443351,0.1156398582610412,-0.0006884901100083,0.0217366518770917,0.8446957797656675,0.01581822896982,1.1697695300134092,0.1308221195621767,Neural-stack ablation | |
| canonical_grouped,stack_gcn_fpnn,0.953417027908634,0.002858182456849,0.6060493000230506,0.0533737408621385,0.8192868385496855,0.0623217408021231,0.0277560977221924,0.0295737240716621,0.8385100488934141,0.01324244653322,1.24222510683511,0.0914353180776563,Neural-stack ablation | |
| scaffold_aware,arithmetic_mean,0.9281753730046997,0.0049886404401364,0.6708659219075161,0.0249981579041761,0.913165360153502,0.0348713608360402,-0.2785141756466155,0.0413259529305428,0.9138720671897216,0.009247576097174,0.4354355262199392,0.0641013774202553,Neural-stack ablation | |
| scaffold_aware,stack_all_base_only,0.9284736486268812,0.0060237398825063,0.6604378799296037,0.032334365226329,0.9110779590621272,0.0398934816129036,-0.2480261743237891,0.0843577780111736,0.9517460702585976,0.0086920796554943,0.151195702785109,0.1279133537971698,Neural-stack ablation | |
| scaffold_aware,stack_all_plus_descriptors,0.9284460721470555,0.0037589615443251,0.6703418523004109,0.0129274713850041,0.9114608930547712,0.0216150887515898,-0.2911991249503474,0.0447359115698527,0.9429606699578188,0.0174539265620851,0.1798768553488552,0.1718576016630871,Neural-stack ablation | |
| scaffold_aware,stack_gat_fpnn,0.9041292839839734,0.0045562949508486,0.8054030792240062,0.0177694834046299,1.0549905660915555,0.0156958235717285,-0.3519293672191084,0.0863172124941976,0.8371772442754626,0.0260618128082051,0.9983811118152264,0.268577907045969,Neural-stack ablation | |
| scaffold_aware,stack_gat_gcn,0.9056667932219996,0.0048156065774936,0.802598664416322,0.0329187771964638,1.0470569843027722,0.0460327528832402,-0.404121943203454,0.0884050674135792,0.8215289704966433,0.0122566582921765,1.0771707162245985,0.1666012145419466,Neural-stack ablation | |
| scaffold_aware,stack_gcn_fpnn,0.9090117793409735,0.0051970759366543,0.7700523987152309,0.0144314147754064,1.0277538972335611,0.0259429535987496,-0.3353545370856943,0.0988244498493788,0.849262018658837,0.0262238395562855,0.9135707735360904,0.2878832579420967,Neural-stack ablation | |
| canonical_grouped,descriptor_only_ridge,0.7905421356002943,0.0415146887181566,1.3470440949350715,0.0658529564505247,1.726356318202295,0.1048226904166555,-0.25601907852472,0.0709166580891857,0.8009844206800066,0.0273810070705724,1.2461346454532112,0.3041667030893683,Fixed classical baseline | |
| canonical_grouped,fingerprint_no_lab_et,0.3869329542685005,0.1354114149315321,2.1205538237098613,0.0921392549124558,2.944048731153506,0.1008210374301137,0.15989856430159,0.1291492097228285,0.6073051443127042,0.0426688004413115,3.1169065771215343,0.4472904052959737,Fixed classical baseline | |
| canonical_grouped,fingerprint_no_lab_plus_lab_affine,0.7357177696295428,0.0949787412097307,1.37777899708602,0.1649214470290849,1.9126077454492751,0.2065345826032123,0.0951652860723068,0.0838475854870615,0.8320195882332871,0.0245705497733202,1.360456794696468,0.2478241726246806,Fixed classical baseline | |
| canonical_grouped,fingerprint_only_et,0.8453193887070154,0.029310434035424,1.005946528254777,0.0467069478543724,1.4823235329152729,0.0448256806104723,0.0871260927242193,0.089468310505446,0.910490577710719,0.0148046050874056,0.763479292588332,0.1797298329544843,Fixed classical baseline | |
| canonical_grouped,fingerprint_plus_descriptors_et,0.9468264833824288,0.0096999310876507,0.6000382815039367,0.0317732434256185,0.871749640591798,0.0736021900423127,0.0262599805835637,0.0282232028704828,0.935554599482002,0.0166336770902585,0.5136281977973896,0.1644353438476846,Fixed classical baseline | |
| canonical_grouped,lab_median,0.4149059436342464,0.0290940204280377,2.303926099452429,0.2265886754137666,2.9043167166421333,0.2253381260123404,-0.0821419563896783,0.2973456905538376,0.4859518891708478,0.0268790869680542,3.79313442300492,0.2709935677397864,Fixed classical baseline | |
| scaffold_aware,descriptor_only_ridge,0.6584103897261396,0.0131692406911242,1.5546949512333852,0.0427123792149805,1.991757978860112,0.0381553810294432,-0.9318335543677072,0.0545908103392143,0.741496616163318,0.0152931464671644,1.2124688361785672,0.1325517862921758,Fixed classical baseline | |
| scaffold_aware,fingerprint_no_lab_et,0.1175893338055766,0.0619901697568444,2.4587127637449337,0.0691236568892988,3.2001751647337606,0.1015020621174707,0.0264685983042789,0.1621074975778216,0.3673200622673528,0.0356471267362021,5.280538940038132,0.2195747290494383,Fixed classical baseline | |
| scaffold_aware,fingerprint_no_lab_plus_lab_affine,0.5959329496653868,0.0538142074087611,1.6630130482462655,0.0334992195532018,2.161917299575433,0.0984278105627503,-0.1189125862985932,0.1189140678646177,0.703866137342143,0.0312759457979449,2.338008923363009,0.2398462524215013,Fixed classical baseline | |
| scaffold_aware,fingerprint_only_et,0.5517919596704843,0.0898909401794872,1.698284195714652,0.1172540558488498,2.2699941305846,0.170262284597665,-0.1524260592231155,0.2840915399518112,0.9299457449531152,0.0415351526694392,0.4244289581047744,0.6138383137574726,Fixed classical baseline | |
| scaffold_aware,fingerprint_plus_descriptors_et,0.826325276400988,0.0207010790647911,0.9720736670020772,0.0058581646872607,1.4174397758495505,0.0398390201996537,-0.0591063876860118,0.1034317421027645,0.94312786387107,0.0270132007076678,0.4095816344089423,0.3077185400338197,Fixed classical baseline | |
| scaffold_aware,lab_median,0.342947207484428,0.0133081640975771,2.194028695108168,0.0655757129587336,2.7632994309172374,0.0790355717832686,-0.9749187002119206,0.2154683060527666,0.6170448570976421,0.0074052101955007,2.2056819759799287,0.0749370755412948,Fixed classical baseline | |