| split,fm,seed,metric,value |
| split03,scConcept,42,rev_distributional_r2_score,0.9140004711907085 |
| split03,scConcept,42,distributional_mse,0.12793758051626017 |
| split03,scConcept,42,distributional_energy_distance,0.9708583728990984 |
| split03,scConcept,42,rev_distributional_energy_distance,-0.9708583728990984 |
| split03,scConcept,42,pathway_spearman_avg,0.5242862315454179 |
| split03,scConcept,42,coexp_spearman_avg,0.8776836855489129 |
| split03,scConcept,42,cytokine_spearman_avg,0.8725427256149937 |
| split03,scConcept,42,cellcycle_proportion_same_phase,0.3617658652850969 |
| split03,scConcept,42,deg_pred_deg_dice_50,0.18783379884129786 |
| split03,scConcept,42,deg_pred_mean_genediff_spearman,0.39865186464388935 |
| split03,scConcept,43,rev_distributional_r2_score,0.923421836723157 |
| split03,scConcept,43,distributional_mse,0.12792788828455284 |
| split03,scConcept,43,distributional_energy_distance,1.245403798207284 |
| split03,scConcept,43,rev_distributional_energy_distance,-1.245403798207284 |
| split03,scConcept,43,pathway_spearman_avg,0.5266633710814288 |
| split03,scConcept,43,coexp_spearman_avg,0.874988682851863 |
| split03,scConcept,43,cytokine_spearman_avg,0.8809896623831575 |
| split03,scConcept,43,cellcycle_proportion_same_phase,0.38500202328549643 |
| split03,scConcept,43,deg_pred_deg_dice_50,0.24383270092463608 |
| split03,scConcept,43,deg_pred_mean_genediff_spearman,0.437812149620491 |
| split03,scConcept,44,rev_distributional_r2_score,0.9098927722713812 |
| split03,scConcept,44,distributional_mse,0.12631681 |
| split03,scConcept,44,distributional_energy_distance,0.9808030496338402 |
| split03,scConcept,44,rev_distributional_energy_distance,-0.9808030496338402 |
| split03,scConcept,44,pathway_spearman_avg,0.5350087085704103 |
| split03,scConcept,44,coexp_spearman_avg,0.872784499690294 |
| split03,scConcept,44,cytokine_spearman_avg,0.8705647356794091 |
| split03,scConcept,44,cellcycle_proportion_same_phase,0.3646449079200374 |
| split03,scConcept,44,deg_pred_deg_dice_50,0.1886878105884831 |
| split03,scConcept,44,deg_pred_mean_genediff_spearman,0.411301899762806 |
| split03,scConcept,45,rev_distributional_r2_score,0.9281159392217311 |
| split03,scConcept,45,distributional_mse,0.1260594340284553 |
| split03,scConcept,45,distributional_energy_distance,1.1387617224172846 |
| split03,scConcept,45,rev_distributional_energy_distance,-1.1387617224172846 |
| split03,scConcept,45,pathway_spearman_avg,0.5229118497154218 |
| split03,scConcept,45,coexp_spearman_avg,0.8778247459489448 |
| split03,scConcept,45,cytokine_spearman_avg,0.8868187876094904 |
| split03,scConcept,45,cellcycle_proportion_same_phase,0.3905439507068427 |
| split03,scConcept,45,deg_pred_deg_dice_50,0.22928580461088677 |
| split03,scConcept,45,deg_pred_mean_genediff_spearman,0.4062454912980336 |
| split03,scConcept,46,rev_distributional_r2_score,0.9110816574193598 |
| split03,scConcept,46,distributional_mse,0.12570667790243903 |
| split03,scConcept,46,distributional_energy_distance,0.9334002168794221 |
| split03,scConcept,46,rev_distributional_energy_distance,-0.9334002168794221 |
| split03,scConcept,46,pathway_spearman_avg,0.530772924984649 |
| split03,scConcept,46,coexp_spearman_avg,0.8758900150365341 |
| split03,scConcept,46,cytokine_spearman_avg,0.8932009756934286 |
| split03,scConcept,46,cellcycle_proportion_same_phase,0.37063752240453235 |
| split03,scConcept,46,deg_pred_deg_dice_50,0.21710451878104886 |
| split03,scConcept,46,deg_pred_mean_genediff_spearman,0.42373291546037595 |
| split03,scGPT,42,rev_distributional_r2_score,0.9115330649585258 |
| split03,scGPT,42,distributional_mse,0.1293418648577236 |
| split03,scGPT,42,distributional_energy_distance,0.1891465830970387 |
| split03,scGPT,42,rev_distributional_energy_distance,-0.1891465830970387 |
| split03,scGPT,42,pathway_spearman_avg,0.49748496602913056 |
| split03,scGPT,42,coexp_spearman_avg,0.8879864742965119 |
| split03,scGPT,42,cytokine_spearman_avg,0.8749723859780769 |
| split03,scGPT,42,cellcycle_proportion_same_phase,0.3633850073233287 |
| split03,scGPT,42,deg_pred_deg_dice_50,0.17818992295624544 |
| split03,scGPT,42,deg_pred_mean_genediff_spearman,0.39614972819813626 |
| split03,scGPT,43,rev_distributional_r2_score,0.9214257227211464 |
| split03,scGPT,43,distributional_mse,0.12934426913821137 |
| split03,scGPT,43,distributional_energy_distance,1.1874894088281316 |
| split03,scGPT,43,rev_distributional_energy_distance,-1.1874894088281316 |
| split03,scGPT,43,pathway_spearman_avg,0.49987495006950017 |
| split03,scGPT,43,coexp_spearman_avg,0.8876485174141294 |
| split03,scGPT,43,cytokine_spearman_avg,0.8765018057099709 |
| split03,scGPT,43,cellcycle_proportion_same_phase,0.3807195678409194 |
| split03,scGPT,43,deg_pred_deg_dice_50,0.24128742873788422 |
| split03,scGPT,43,deg_pred_mean_genediff_spearman,0.4340117695358899 |
| split03,scGPT,44,rev_distributional_r2_score,0.9071040252844492 |
| split03,scGPT,44,distributional_mse,0.12803376546747966 |
| split03,scGPT,44,distributional_energy_distance,0.9313963679717064 |
| split03,scGPT,44,rev_distributional_energy_distance,-0.9313963679717064 |
| split03,scGPT,44,pathway_spearman_avg,0.5086135977910942 |
| split03,scGPT,44,coexp_spearman_avg,0.8834731334120693 |
| split03,scGPT,44,cytokine_spearman_avg,0.86998584767679 |
| split03,scGPT,44,cellcycle_proportion_same_phase,0.3683616198281851 |
| split03,scGPT,44,deg_pred_deg_dice_50,0.18199136803394234 |
| split03,scGPT,44,deg_pred_mean_genediff_spearman,0.408360943256911 |
| split03,scGPT,45,rev_distributional_r2_score,0.9263839501190961 |
| split03,scGPT,45,distributional_mse,0.12749877473170732 |
| split03,scGPT,45,distributional_energy_distance,0.33283906122285256 |
| split03,scGPT,45,rev_distributional_energy_distance,-0.33283906122285256 |
| split03,scGPT,45,pathway_spearman_avg,0.49768506704268184 |
| split03,scGPT,45,coexp_spearman_avg,0.8891668946788955 |
| split03,scGPT,45,cytokine_spearman_avg,0.8814966654698418 |
| split03,scGPT,45,cellcycle_proportion_same_phase,0.3782962947810388 |
| split03,scGPT,45,deg_pred_deg_dice_50,0.22121938768022634 |
| split03,scGPT,45,deg_pred_mean_genediff_spearman,0.40387901171882684 |
| split03,scGPT,46,rev_distributional_r2_score,0.9096144571052334 |
| split03,scGPT,46,distributional_mse,0.12708324974390245 |
| split03,scGPT,46,distributional_energy_distance,0.6081534159569734 |
| split03,scGPT,46,rev_distributional_energy_distance,-0.6081534159569734 |
| split03,scGPT,46,pathway_spearman_avg,0.5041242257539615 |
| split03,scGPT,46,coexp_spearman_avg,0.8851422876784166 |
| split03,scGPT,46,cytokine_spearman_avg,0.8923775013316997 |
| split03,scGPT,46,cellcycle_proportion_same_phase,0.3548151323006909 |
| split03,scGPT,46,deg_pred_deg_dice_50,0.20902625309156486 |
| split03,scGPT,46,deg_pred_mean_genediff_spearman,0.42031516515616063 |
| split03,scimilarity,42,rev_distributional_r2_score,0.9115935668228118 |
| split03,scimilarity,42,distributional_mse,0.13029842413821138 |
| split03,scimilarity,42,distributional_energy_distance,1.0318201289593425 |
| split03,scimilarity,42,rev_distributional_energy_distance,-1.0318201289593425 |
| split03,scimilarity,42,pathway_spearman_avg,0.4904811782876008 |
| split03,scimilarity,42,coexp_spearman_avg,0.867038779089909 |
| split03,scimilarity,42,cytokine_spearman_avg,0.8651981350452986 |
| split03,scimilarity,42,cellcycle_proportion_same_phase,0.35465062875746306 |
| split03,scimilarity,42,deg_pred_deg_dice_50,0.16276620848292472 |
| split03,scimilarity,42,deg_pred_mean_genediff_spearman,0.38424077919363075 |
| split03,scimilarity,43,rev_distributional_r2_score,0.9207992713625838 |
| split03,scimilarity,43,distributional_mse,0.130473236898374 |
| split03,scimilarity,43,distributional_energy_distance,1.1530421786763823 |
| split03,scimilarity,43,rev_distributional_energy_distance,-1.1530421786763823 |
| split03,scimilarity,43,pathway_spearman_avg,0.4944832751750625 |
| split03,scimilarity,43,coexp_spearman_avg,0.8656814284406007 |
| split03,scimilarity,43,cytokine_spearman_avg,0.879700835600985 |
| split03,scimilarity,43,cellcycle_proportion_same_phase,0.38633307231890196 |
| split03,scimilarity,43,deg_pred_deg_dice_50,0.21542060171623367 |
| split03,scimilarity,43,deg_pred_mean_genediff_spearman,0.4211444848584394 |
| split03,scimilarity,44,rev_distributional_r2_score,0.9071247754542808 |
| split03,scimilarity,44,distributional_mse,0.12886147970325204 |
| split03,scimilarity,44,distributional_energy_distance,0.6423123258249751 |
| split03,scimilarity,44,rev_distributional_energy_distance,-0.6423123258249751 |
| split03,scimilarity,44,pathway_spearman_avg,0.5020191764824634 |
| split03,scimilarity,44,coexp_spearman_avg,0.8635182302758396 |
| split03,scimilarity,44,cytokine_spearman_avg,0.8773563757154205 |
| split03,scimilarity,44,cellcycle_proportion_same_phase,0.3695528326250172 |
| split03,scimilarity,44,deg_pred_deg_dice_50,0.15867029830096746 |
| split03,scimilarity,44,deg_pred_mean_genediff_spearman,0.3946086373879249 |
| split03,scimilarity,45,rev_distributional_r2_score,0.9252585712971726 |
| split03,scimilarity,45,distributional_mse,0.1285074441097561 |
| split03,scimilarity,45,distributional_energy_distance,1.2065214931977035 |
| split03,scimilarity,45,rev_distributional_energy_distance,-1.2065214931977035 |
| split03,scimilarity,45,pathway_spearman_avg,0.4923243923982144 |
| split03,scimilarity,45,coexp_spearman_avg,0.8679852861236451 |
| split03,scimilarity,45,cytokine_spearman_avg,0.879276763981702 |
| split03,scimilarity,45,cellcycle_proportion_same_phase,0.38839888674725037 |
| split03,scimilarity,45,deg_pred_deg_dice_50,0.1953070416758616 |
| split03,scimilarity,45,deg_pred_mean_genediff_spearman,0.3898077351237711 |
| split03,scimilarity,46,rev_distributional_r2_score,0.9085762767287774 |
| split03,scimilarity,46,distributional_mse,0.12802502199593496 |
| split03,scimilarity,46,distributional_energy_distance,1.4266502870287936 |
| split03,scimilarity,46,rev_distributional_energy_distance,-1.4266502870287936 |
| split03,scimilarity,46,pathway_spearman_avg,0.4999433050094289 |
| split03,scimilarity,46,coexp_spearman_avg,0.8659138661618662 |
| split03,scimilarity,46,cytokine_spearman_avg,0.8901189920551213 |
| split03,scimilarity,46,cellcycle_proportion_same_phase,0.3634849550842252 |
| split03,scimilarity,46,deg_pred_deg_dice_50,0.1793822071960213 |
| split03,scimilarity,46,deg_pred_mean_genediff_spearman,0.40588765041825614 |
| split03,SE,42,rev_distributional_r2_score,0.9451155912100784 |
| split03,SE,42,distributional_mse,0.08552661878455284 |
| split03,SE,42,distributional_energy_distance,0.18392976107604828 |
| split03,SE,42,rev_distributional_energy_distance,-0.18392976107604828 |
| split03,SE,42,pathway_spearman_avg,0.8002402699797033 |
| split03,SE,42,coexp_spearman_avg,0.9574732487537889 |
| split03,SE,42,cytokine_spearman_avg,0.8876622283808068 |
| split03,SE,42,cellcycle_proportion_same_phase,0.4573986273437378 |
| split03,SE,42,deg_pred_deg_dice_50,0.2610571291897718 |
| split03,SE,42,deg_pred_mean_genediff_spearman,0.5133258884592513 |
| split03,SE,43,rev_distributional_r2_score,0.9519988991380707 |
| split03,SE,43,distributional_mse,0.08535685726829269 |
| split03,SE,43,distributional_energy_distance,0.3573027879350067 |
| split03,SE,43,rev_distributional_energy_distance,-0.3573027879350067 |
| split03,SE,43,pathway_spearman_avg,0.7996636109419257 |
| split03,SE,43,coexp_spearman_avg,0.9571173055024454 |
| split03,SE,43,cytokine_spearman_avg,0.8918827588079762 |
| split03,SE,43,cellcycle_proportion_same_phase,0.47890702282444425 |
| split03,SE,43,deg_pred_deg_dice_50,0.3140708499016525 |
| split03,SE,43,deg_pred_mean_genediff_spearman,0.5432008739917263 |
| split03,SE,44,rev_distributional_r2_score,0.9416643555571393 |
| split03,SE,44,distributional_mse,0.0845459592195122 |
| split03,SE,44,distributional_energy_distance,0.3951717157430044 |
| split03,SE,44,rev_distributional_energy_distance,-0.3951717157430044 |
| split03,SE,44,pathway_spearman_avg,0.8040923769104378 |
| split03,SE,44,coexp_spearman_avg,0.9553393038903554 |
| split03,SE,44,cytokine_spearman_avg,0.8864737039960779 |
| split03,SE,44,cellcycle_proportion_same_phase,0.464769812058132 |
| split03,SE,44,deg_pred_deg_dice_50,0.26608293004499434 |
| split03,SE,44,deg_pred_mean_genediff_spearman,0.5245337198821407 |
| split03,SE,45,rev_distributional_r2_score,0.9554246402368313 |
| split03,SE,45,distributional_mse,0.0840870966910569 |
| split03,SE,45,distributional_energy_distance,0.37534207413825094 |
| split03,SE,45,rev_distributional_energy_distance,-0.37534207413825094 |
| split03,SE,45,pathway_spearman_avg,0.798429798448502 |
| split03,SE,45,coexp_spearman_avg,0.9560391579632119 |
| split03,SE,45,cytokine_spearman_avg,0.8948863663346928 |
| split03,SE,45,cellcycle_proportion_same_phase,0.47428571269541414 |
| split03,SE,45,deg_pred_deg_dice_50,0.29397873935139945 |
| split03,SE,45,deg_pred_mean_genediff_spearman,0.5199491738428434 |
| split03,SE,46,rev_distributional_r2_score,0.9441208895144424 |
| split03,SE,46,distributional_mse,0.08389021172357723 |
| split03,SE,46,distributional_energy_distance,0.4261629395144435 |
| split03,SE,46,rev_distributional_energy_distance,-0.4261629395144435 |
| split03,SE,46,pathway_spearman_avg,0.8003854918841135 |
| split03,SE,46,coexp_spearman_avg,0.9567784470378574 |
| split03,SE,46,cytokine_spearman_avg,0.9010102152300449 |
| split03,SE,46,cellcycle_proportion_same_phase,0.46028024066710593 |
| split03,SE,46,deg_pred_deg_dice_50,0.30306618659668216 |
| split03,SE,46,deg_pred_mean_genediff_spearman,0.5337869467572457 |
| split02,scConcept,42,rev_distributional_r2_score,0.9154134986447353 |
| split02,scConcept,42,distributional_mse,0.12905067965490194 |
| split02,scConcept,42,distributional_energy_distance,0.7850805989054795 |
| split02,scConcept,42,rev_distributional_energy_distance,-0.7850805989054795 |
| split02,scConcept,42,pathway_spearman_avg,0.5153055407665873 |
| split02,scConcept,42,coexp_spearman_avg,0.8725379761792091 |
| split02,scConcept,42,cytokine_spearman_avg,0.8846315111271773 |
| split02,scConcept,42,cellcycle_proportion_same_phase,0.3764539607982861 |
| split02,scConcept,42,deg_pred_deg_dice_50,0.20497109826589596 |
| split02,scConcept,42,deg_pred_mean_genediff_spearman,0.37762980501079335 |
| split02,scConcept,43,rev_distributional_r2_score,0.9076453309433133 |
| split02,scConcept,43,distributional_mse,0.13119808704705882 |
| split02,scConcept,43,distributional_energy_distance,0.8208164236220596 |
| split02,scConcept,43,rev_distributional_energy_distance,-0.8208164236220596 |
| split02,scConcept,43,pathway_spearman_avg,0.5136596905653886 |
| split02,scConcept,43,coexp_spearman_avg,0.8764533839557223 |
| split02,scConcept,43,cytokine_spearman_avg,0.8653524027860126 |
| split02,scConcept,43,cellcycle_proportion_same_phase,0.3822065597627455 |
| split02,scConcept,43,deg_pred_deg_dice_50,0.20314136125654453 |
| split02,scConcept,43,deg_pred_mean_genediff_spearman,0.39696985408843805 |
| split02,scConcept,44,rev_distributional_r2_score,0.8978457588775485 |
| split02,scConcept,44,distributional_mse,0.13284531309803918 |
| split02,scConcept,44,distributional_energy_distance,1.138994976168847 |
| split02,scConcept,44,rev_distributional_energy_distance,-1.138994976168847 |
| split02,scConcept,44,pathway_spearman_avg,0.5029352810168184 |
| split02,scConcept,44,coexp_spearman_avg,0.8761902561980819 |
| split02,scConcept,44,cytokine_spearman_avg,0.8637799270653486 |
| split02,scConcept,44,cellcycle_proportion_same_phase,0.38475954784650307 |
| split02,scConcept,44,deg_pred_deg_dice_50,0.2376795580110497 |
| split02,scConcept,44,deg_pred_mean_genediff_spearman,0.40053819054895207 |
| split02,scConcept,45,rev_distributional_r2_score,0.8946247320549161 |
| split02,scConcept,45,distributional_mse,0.1323704585960784 |
| split02,scConcept,45,distributional_energy_distance,0.5271023371638722 |
| split02,scConcept,45,rev_distributional_energy_distance,-0.5271023371638722 |
| split02,scConcept,45,pathway_spearman_avg,0.5102468988879141 |
| split02,scConcept,45,coexp_spearman_avg,0.8761080922785444 |
| split02,scConcept,45,cytokine_spearman_avg,0.8554398120642034 |
| split02,scConcept,45,cellcycle_proportion_same_phase,0.35928534944815727 |
| split02,scConcept,45,deg_pred_deg_dice_50,0.216 |
| split02,scConcept,45,deg_pred_mean_genediff_spearman,0.4267666756278541 |
| split02,scConcept,46,rev_distributional_r2_score,0.8908218042523253 |
| split02,scConcept,46,distributional_mse,0.13393988114117644 |
| split02,scConcept,46,distributional_energy_distance,0.4390822320519111 |
| split02,scConcept,46,rev_distributional_energy_distance,-0.4390822320519111 |
| split02,scConcept,46,pathway_spearman_avg,0.5057936533685948 |
| split02,scConcept,46,coexp_spearman_avg,0.8737173686962076 |
| split02,scConcept,46,cytokine_spearman_avg,0.8427654148637044 |
| split02,scConcept,46,cellcycle_proportion_same_phase,0.3631683334562748 |
| split02,scConcept,46,deg_pred_deg_dice_50,0.19057851239669424 |
| split02,scConcept,46,deg_pred_mean_genediff_spearman,0.3910583124501661 |
| split02,scGPT,42,rev_distributional_r2_score,0.9122082920635448 |
| split02,scGPT,42,distributional_mse,0.13053155382745102 |
| split02,scGPT,42,distributional_energy_distance,0.8534219617162516 |
| split02,scGPT,42,rev_distributional_energy_distance,-0.8534219617162516 |
| split02,scGPT,42,pathway_spearman_avg,0.48962171060975995 |
| split02,scGPT,42,coexp_spearman_avg,0.8854587274750653 |
| split02,scGPT,42,cytokine_spearman_avg,0.8820234712584419 |
| split02,scGPT,42,cellcycle_proportion_same_phase,0.3723715046073005 |
| split02,scGPT,42,deg_pred_deg_dice_50,0.20138728323699423 |
| split02,scGPT,42,deg_pred_mean_genediff_spearman,0.37480316064214353 |
| split02,scGPT,43,rev_distributional_r2_score,0.9048898474842895 |
| split02,scGPT,43,distributional_mse,0.1325882299921569 |
| split02,scGPT,43,distributional_energy_distance,0.6276927580371751 |
| split02,scGPT,43,rev_distributional_energy_distance,-0.6276927580371751 |
| split02,scGPT,43,pathway_spearman_avg,0.4870655400227531 |
| split02,scGPT,43,coexp_spearman_avg,0.8846340687965678 |
| split02,scGPT,43,cytokine_spearman_avg,0.8585445063542427 |
| split02,scGPT,43,cellcycle_proportion_same_phase,0.3764101882179096 |
| split02,scGPT,43,deg_pred_deg_dice_50,0.19340314136125658 |
| split02,scGPT,43,deg_pred_mean_genediff_spearman,0.3940313686819806 |
| split02,scGPT,44,rev_distributional_r2_score,0.8948640711167279 |
| split02,scGPT,44,distributional_mse,0.13410417592156865 |
| split02,scGPT,44,distributional_energy_distance,1.4116233306672736 |
| split02,scGPT,44,rev_distributional_energy_distance,-1.4116233306672736 |
| split02,scGPT,44,pathway_spearman_avg,0.4791333220244172 |
| split02,scGPT,44,coexp_spearman_avg,0.8871851344492492 |
| split02,scGPT,44,cytokine_spearman_avg,0.8607829544113621 |
| split02,scGPT,44,cellcycle_proportion_same_phase,0.380053216557361 |
| split02,scGPT,44,deg_pred_deg_dice_50,0.23613259668508285 |
| split02,scGPT,44,deg_pred_mean_genediff_spearman,0.3985478318397397 |
| split02,scGPT,45,rev_distributional_r2_score,0.8916623933642518 |
| split02,scGPT,45,distributional_mse,0.13358866547058826 |
| split02,scGPT,45,distributional_energy_distance,1.6689934364655319 |
| split02,scGPT,45,rev_distributional_energy_distance,-1.6689934364655319 |
| split02,scGPT,45,pathway_spearman_avg,0.4850844343689541 |
| split02,scGPT,45,coexp_spearman_avg,0.8868301013430497 |
| split02,scGPT,45,cytokine_spearman_avg,0.8568977562991164 |
| split02,scGPT,45,cellcycle_proportion_same_phase,0.3605736619706892 |
| split02,scGPT,45,deg_pred_deg_dice_50,0.22552380952380952 |
| split02,scGPT,45,deg_pred_mean_genediff_spearman,0.4243350880479666 |
| split02,scGPT,46,rev_distributional_r2_score,0.8889965810027777 |
| split02,scGPT,46,distributional_mse,0.13493071752941177 |
| split02,scGPT,46,distributional_energy_distance,0.9846578928818901 |
| split02,scGPT,46,rev_distributional_energy_distance,-0.9846578928818901 |
| split02,scGPT,46,pathway_spearman_avg,0.4754188028278569 |
| split02,scGPT,46,coexp_spearman_avg,0.8849615815892365 |
| split02,scGPT,46,cytokine_spearman_avg,0.8420324799122684 |
| split02,scGPT,46,cellcycle_proportion_same_phase,0.35637504497520905 |
| split02,scGPT,46,deg_pred_deg_dice_50,0.18380165289256198 |
| split02,scGPT,46,deg_pred_mean_genediff_spearman,0.3902463553808393 |
| split02,scimilarity,42,rev_distributional_r2_score,0.9115472321416818 |
| split02,scimilarity,42,distributional_mse,0.1311749624039216 |
| split02,scimilarity,42,distributional_energy_distance,0.14270208884929778 |
| split02,scimilarity,42,rev_distributional_energy_distance,-0.14270208884929778 |
| split02,scimilarity,42,pathway_spearman_avg,0.4840210126810989 |
| split02,scimilarity,42,coexp_spearman_avg,0.8622152794485226 |
| split02,scimilarity,42,cytokine_spearman_avg,0.8806360576033084 |
| split02,scimilarity,42,cellcycle_proportion_same_phase,0.3668864538678235 |
| split02,scimilarity,42,deg_pred_deg_dice_50,0.19514450867052027 |
| split02,scimilarity,42,deg_pred_mean_genediff_spearman,0.3623225083073409 |
| split02,scimilarity,43,rev_distributional_r2_score,0.903498484807856 |
| split02,scimilarity,43,distributional_mse,0.13368276268235293 |
| split02,scimilarity,43,distributional_energy_distance,0.784564112087628 |
| split02,scimilarity,43,rev_distributional_energy_distance,-0.784564112087628 |
| split02,scimilarity,43,pathway_spearman_avg,0.47996158632279023 |
| split02,scimilarity,43,coexp_spearman_avg,0.8645404076479254 |
| split02,scimilarity,43,cytokine_spearman_avg,0.845945370330756 |
| split02,scimilarity,43,cellcycle_proportion_same_phase,0.37390144090043903 |
| split02,scimilarity,43,deg_pred_deg_dice_50,0.19141361256544503 |
| split02,scimilarity,43,deg_pred_mean_genediff_spearman,0.38046100662809385 |
| split02,scimilarity,44,rev_distributional_r2_score,0.8935186748411141 |
| split02,scimilarity,44,distributional_mse,0.13535037633333336 |
| split02,scimilarity,44,distributional_energy_distance,1.2021191499707873 |
| split02,scimilarity,44,rev_distributional_energy_distance,-1.2021191499707873 |
| split02,scimilarity,44,pathway_spearman_avg,0.47054352961367824 |
| split02,scimilarity,44,coexp_spearman_avg,0.8647730231060297 |
| split02,scimilarity,44,cytokine_spearman_avg,0.8643508102682158 |
| split02,scimilarity,44,cellcycle_proportion_same_phase,0.3775443097960951 |
| split02,scimilarity,44,deg_pred_deg_dice_50,0.23082872928176795 |
| split02,scimilarity,44,deg_pred_mean_genediff_spearman,0.3811731613828205 |
| split02,scimilarity,45,rev_distributional_r2_score,0.8905467956673865 |
| split02,scimilarity,45,distributional_mse,0.13459276109019608 |
| split02,scimilarity,45,distributional_energy_distance,1.3239751566577327 |
| split02,scimilarity,45,rev_distributional_energy_distance,-1.3239751566577327 |
| split02,scimilarity,45,pathway_spearman_avg,0.4779361098568014 |
| split02,scimilarity,45,coexp_spearman_avg,0.8656127406024393 |
| split02,scimilarity,45,cytokine_spearman_avg,0.847637378785422 |
| split02,scimilarity,45,cellcycle_proportion_same_phase,0.3498669713866312 |
| split02,scimilarity,45,deg_pred_deg_dice_50,0.20685714285714285 |
| split02,scimilarity,45,deg_pred_mean_genediff_spearman,0.40915059943602144 |
| split02,scimilarity,46,rev_distributional_r2_score,0.8874539985376246 |
| split02,scimilarity,46,distributional_mse,0.1361173585529412 |
| split02,scimilarity,46,distributional_energy_distance,0.7508597884285058 |
| split02,scimilarity,46,rev_distributional_energy_distance,-0.7508597884285058 |
| split02,scimilarity,46,pathway_spearman_avg,0.4732888335590895 |
| split02,scimilarity,46,coexp_spearman_avg,0.8625164865382785 |
| split02,scimilarity,46,cytokine_spearman_avg,0.8380947200785785 |
| split02,scimilarity,46,cellcycle_proportion_same_phase,0.3540264527172135 |
| split02,scimilarity,46,deg_pred_deg_dice_50,0.175702479338843 |
| split02,scimilarity,46,deg_pred_mean_genediff_spearman,0.3729039670217488 |
| split02,SE,42,rev_distributional_r2_score,0.9485663269080368 |
| split02,SE,42,distributional_mse,0.0853751467137255 |
| split02,SE,42,distributional_energy_distance,0.2678212534342553 |
| split02,SE,42,rev_distributional_energy_distance,-0.2678212534342553 |
| split02,SE,42,pathway_spearman_avg,0.7967129766700205 |
| split02,SE,42,coexp_spearman_avg,0.9552146800877914 |
| split02,SE,42,cytokine_spearman_avg,0.8952783786015057 |
| split02,SE,42,cellcycle_proportion_same_phase,0.4671187882239514 |
| split02,SE,42,deg_pred_deg_dice_50,0.15653179190751443 |
| split02,SE,42,deg_pred_mean_genediff_spearman,0.5011606113523586 |
| split02,SE,43,rev_distributional_r2_score,0.9444914044118395 |
| split02,SE,43,distributional_mse,0.08589299536470589 |
| split02,SE,43,distributional_energy_distance,0.3590151184609304 |
| split02,SE,43,rev_distributional_energy_distance,-0.3590151184609304 |
| split02,SE,43,pathway_spearman_avg,0.7981024627414004 |
| split02,SE,43,coexp_spearman_avg,0.9558654575658392 |
| split02,SE,43,cytokine_spearman_avg,0.8779826180615413 |
| split02,SE,43,cellcycle_proportion_same_phase,0.47565390741125696 |
| split02,SE,43,deg_pred_deg_dice_50,0.15424083769633506 |
| split02,SE,43,deg_pred_mean_genediff_spearman,0.5164396102645522 |
| split02,SE,44,rev_distributional_r2_score,0.937702949140586 |
| split02,SE,44,distributional_mse,0.08701537881568627 |
| split02,SE,44,distributional_energy_distance,0.4049906708538162 |
| split02,SE,44,rev_distributional_energy_distance,-0.4049906708538162 |
| split02,SE,44,pathway_spearman_avg,0.7975065460455555 |
| split02,SE,44,coexp_spearman_avg,0.9575747530341518 |
| split02,SE,44,cytokine_spearman_avg,0.8818079704290938 |
| split02,SE,44,cellcycle_proportion_same_phase,0.4726471189252239 |
| split02,SE,44,deg_pred_deg_dice_50,0.17679558011049723 |
| split02,SE,44,deg_pred_mean_genediff_spearman,0.5233684722700357 |
| split02,SE,45,rev_distributional_r2_score,0.9351987537215738 |
| split02,SE,45,distributional_mse,0.08725488915686275 |
| split02,SE,45,distributional_energy_distance,0.4675875483932056 |
| split02,SE,45,rev_distributional_energy_distance,-0.4675875483932056 |
| split02,SE,45,pathway_spearman_avg,0.7958862569414094 |
| split02,SE,45,coexp_spearman_avg,0.9568693668365953 |
| split02,SE,45,cytokine_spearman_avg,0.8735783489925609 |
| split02,SE,45,cellcycle_proportion_same_phase,0.4619146388170699 |
| split02,SE,45,deg_pred_deg_dice_50,0.16476190476190478 |
| split02,SE,45,deg_pred_mean_genediff_spearman,0.5405782113945908 |
| split02,SE,46,rev_distributional_r2_score,0.9329797314662559 |
| split02,SE,46,distributional_mse,0.08799283781568627 |
| split02,SE,46,distributional_energy_distance,0.35433533411288215 |
| split02,SE,46,rev_distributional_energy_distance,-0.35433533411288215 |
| split02,SE,46,pathway_spearman_avg,0.799119929781296 |
| split02,SE,46,coexp_spearman_avg,0.9554571228090143 |
| split02,SE,46,cytokine_spearman_avg,0.8704952244672103 |
| split02,SE,46,cellcycle_proportion_same_phase,0.4576023405174627 |
| split02,SE,46,deg_pred_deg_dice_50,0.14363636363636365 |
| split02,SE,46,deg_pred_mean_genediff_spearman,0.5178858189040758 |
| split01,scConcept,42,rev_distributional_r2_score,0.8825107525978515 |
| split01,scConcept,42,distributional_mse,0.14357951757089552 |
| split01,scConcept,42,distributional_energy_distance,1.885088676515064 |
| split01,scConcept,42,rev_distributional_energy_distance,-1.885088676515064 |
| split01,scConcept,42,pathway_spearman_avg,0.4246205158956728 |
| split01,scConcept,42,coexp_spearman_avg,0.8502672580852919 |
| split01,scConcept,42,cytokine_spearman_avg,0.86785517298737 |
| split01,scConcept,42,cellcycle_proportion_same_phase,0.3702965836554241 |
| split01,scConcept,42,deg_pred_deg_dice_50,0.19370370370370368 |
| split01,scConcept,42,deg_pred_mean_genediff_spearman,0.360606398478962 |
| split01,scConcept,43,rev_distributional_r2_score,0.8720486717882441 |
| split01,scConcept,43,distributional_mse,0.14579210101119403 |
| split01,scConcept,43,distributional_energy_distance,0.9586029448170618 |
| split01,scConcept,43,rev_distributional_energy_distance,-0.9586029448170618 |
| split01,scConcept,43,pathway_spearman_avg,0.42188714679136186 |
| split01,scConcept,43,coexp_spearman_avg,0.8523957502771105 |
| split01,scConcept,43,cytokine_spearman_avg,0.8489353886695483 |
| split01,scConcept,43,cellcycle_proportion_same_phase,0.37024986303546104 |
| split01,scConcept,43,deg_pred_deg_dice_50,0.22078740157480317 |
| split01,scConcept,43,deg_pred_mean_genediff_spearman,0.3425727157636935 |
| split01,scConcept,44,rev_distributional_r2_score,0.8810090235809782 |
| split01,scConcept,44,distributional_mse,0.14396585848880597 |
| split01,scConcept,44,distributional_energy_distance,1.4312769987673941 |
| split01,scConcept,44,rev_distributional_energy_distance,-1.4312769987673941 |
| split01,scConcept,44,pathway_spearman_avg,0.4314593106985261 |
| split01,scConcept,44,coexp_spearman_avg,0.8492180613399305 |
| split01,scConcept,44,cytokine_spearman_avg,0.8737182143328033 |
| split01,scConcept,44,cellcycle_proportion_same_phase,0.36229173590186775 |
| split01,scConcept,44,deg_pred_deg_dice_50,0.18042553191489363 |
| split01,scConcept,44,deg_pred_mean_genediff_spearman,0.32516139976271247 |
| split01,scConcept,45,rev_distributional_r2_score,0.8738546435957524 |
| split01,scConcept,45,distributional_mse,0.14579735256716417 |
| split01,scConcept,45,distributional_energy_distance,1.6451715104123714 |
| split01,scConcept,45,rev_distributional_energy_distance,-1.6451715104123714 |
| split01,scConcept,45,pathway_spearman_avg,0.42978689305938433 |
| split01,scConcept,45,coexp_spearman_avg,0.8454276152847356 |
| split01,scConcept,45,cytokine_spearman_avg,0.8631970998597194 |
| split01,scConcept,45,cellcycle_proportion_same_phase,0.3604644336404876 |
| split01,scConcept,45,deg_pred_deg_dice_50,0.18790476190476188 |
| split01,scConcept,45,deg_pred_mean_genediff_spearman,0.3363899936218804 |
| split01,scConcept,46,rev_distributional_r2_score,0.8816455965166661 |
| split01,scConcept,46,distributional_mse,0.1432100218619403 |
| split01,scConcept,46,distributional_energy_distance,0.37422565780019507 |
| split01,scConcept,46,rev_distributional_energy_distance,-0.37422565780019507 |
| split01,scConcept,46,pathway_spearman_avg,0.4241539024384825 |
| split01,scConcept,46,coexp_spearman_avg,0.8498457705785513 |
| split01,scConcept,46,cytokine_spearman_avg,0.8687871111861436 |
| split01,scConcept,46,cellcycle_proportion_same_phase,0.40555704364602113 |
| split01,scConcept,46,deg_pred_deg_dice_50,0.17648854961832064 |
| split01,scConcept,46,deg_pred_mean_genediff_spearman,0.3314525704179664 |
| split01,scGPT,42,rev_distributional_r2_score,0.8829018431368159 |
| split01,scGPT,42,distributional_mse,0.14366390052238806 |
| split01,scGPT,42,distributional_energy_distance,0.14743717058695438 |
| split01,scGPT,42,rev_distributional_energy_distance,-0.14743717058695438 |
| split01,scGPT,42,pathway_spearman_avg,0.42632085208266235 |
| split01,scGPT,42,coexp_spearman_avg,0.861949301595763 |
| split01,scGPT,42,cytokine_spearman_avg,0.8812147467630652 |
| split01,scGPT,42,cellcycle_proportion_same_phase,0.36735062810221114 |
| split01,scGPT,42,deg_pred_deg_dice_50,0.18814814814814815 |
| split01,scGPT,42,deg_pred_mean_genediff_spearman,0.3700305532331153 |
| split01,scGPT,43,rev_distributional_r2_score,0.8733696764084831 |
| split01,scGPT,43,distributional_mse,0.1453237564850746 |
| split01,scGPT,43,distributional_energy_distance,2.5266027594493616 |
| split01,scGPT,43,rev_distributional_energy_distance,-2.5266027594493616 |
| split01,scGPT,43,pathway_spearman_avg,0.4199362954263097 |
| split01,scGPT,43,coexp_spearman_avg,0.8653377310048981 |
| split01,scGPT,43,cytokine_spearman_avg,0.8660871409188265 |
| split01,scGPT,43,cellcycle_proportion_same_phase,0.3696330608781726 |
| split01,scGPT,43,deg_pred_deg_dice_50,0.21007874015748032 |
| split01,scGPT,43,deg_pred_mean_genediff_spearman,0.35396184991484836 |
| split01,scGPT,44,rev_distributional_r2_score,0.8851161857149494 |
| split01,scGPT,44,distributional_mse,0.14309992880223882 |
| split01,scGPT,44,distributional_energy_distance,2.380985273302696 |
| split01,scGPT,44,rev_distributional_energy_distance,-2.380985273302696 |
| split01,scGPT,44,pathway_spearman_avg,0.42988767059944333 |
| split01,scGPT,44,coexp_spearman_avg,0.8612058175592037 |
| split01,scGPT,44,cytokine_spearman_avg,0.8903418317002716 |
| split01,scGPT,44,cellcycle_proportion_same_phase,0.3649932094575385 |
| split01,scGPT,44,deg_pred_deg_dice_50,0.17353846153846156 |
| split01,scGPT,44,deg_pred_mean_genediff_spearman,0.3350904294724237 |
| split01,scGPT,45,rev_distributional_r2_score,0.8761165658039833 |
| split01,scGPT,45,distributional_mse,0.14498394636940298 |
| split01,scGPT,45,distributional_energy_distance,0.9871240798933003 |
| split01,scGPT,45,rev_distributional_energy_distance,-0.9871240798933003 |
| split01,scGPT,45,pathway_spearman_avg,0.42732082869352195 |
| split01,scGPT,45,coexp_spearman_avg,0.8573487696160806 |
| split01,scGPT,45,cytokine_spearman_avg,0.8681020845979273 |
| split01,scGPT,45,cellcycle_proportion_same_phase,0.36947480436999897 |
| split01,scGPT,45,deg_pred_deg_dice_50,0.21400000000000005 |
| split01,scGPT,45,deg_pred_mean_genediff_spearman,0.35647363134628784 |
| split01,scGPT,46,rev_distributional_r2_score,0.8841425353911385 |
| split01,scGPT,46,distributional_mse,0.1430875005335821 |
| split01,scGPT,46,distributional_energy_distance,0.9559643254801214 |
| split01,scGPT,46,rev_distributional_energy_distance,-0.9559643254801214 |
| split01,scGPT,46,pathway_spearman_avg,0.4221436043543139 |
| split01,scGPT,46,coexp_spearman_avg,0.865874124604791 |
| split01,scGPT,46,cytokine_spearman_avg,0.8806773344071007 |
| split01,scGPT,46,cellcycle_proportion_same_phase,0.38643090424720156 |
| split01,scGPT,46,deg_pred_deg_dice_50,0.19129770992366413 |
| split01,scGPT,46,deg_pred_mean_genediff_spearman,0.34716848566625846 |
| split01,scimilarity,42,rev_distributional_r2_score,0.8955360753322715 |
| split01,scimilarity,42,distributional_mse,0.140463008119403 |
| split01,scimilarity,42,distributional_energy_distance,0.3550503070777899 |
| split01,scimilarity,42,rev_distributional_energy_distance,-0.3550503070777899 |
| split01,scimilarity,42,pathway_spearman_avg,0.4319188498749043 |
| split01,scimilarity,42,coexp_spearman_avg,0.8569303308159895 |
| split01,scimilarity,42,cytokine_spearman_avg,0.8816646528660254 |
| split01,scimilarity,42,cellcycle_proportion_same_phase,0.35678146316132375 |
| split01,scimilarity,42,deg_pred_deg_dice_50,0.1855555555555555 |
| split01,scimilarity,42,deg_pred_mean_genediff_spearman,0.35813373847843044 |
| split01,scimilarity,43,rev_distributional_r2_score,0.88589719026836 |
| split01,scimilarity,43,distributional_mse,0.14243220982462687 |
| split01,scimilarity,43,distributional_energy_distance,0.17886892226342477 |
| split01,scimilarity,43,rev_distributional_energy_distance,-0.17886892226342477 |
| split01,scimilarity,43,pathway_spearman_avg,0.42967434567808865 |
| split01,scimilarity,43,coexp_spearman_avg,0.8586545203294019 |
| split01,scimilarity,43,cytokine_spearman_avg,0.8620907896797296 |
| split01,scimilarity,43,cellcycle_proportion_same_phase,0.3511984213659248 |
| split01,scimilarity,43,deg_pred_deg_dice_50,0.20913385826771658 |
| split01,scimilarity,43,deg_pred_mean_genediff_spearman,0.34543453313008743 |
| split01,scimilarity,44,rev_distributional_r2_score,0.8971190063366249 |
| split01,scimilarity,44,distributional_mse,0.14010195651865673 |
| split01,scimilarity,44,distributional_energy_distance,1.9951581294121574 |
| split01,scimilarity,44,rev_distributional_energy_distance,-1.9951581294121574 |
| split01,scimilarity,44,pathway_spearman_avg,0.43955338817197875 |
| split01,scimilarity,44,coexp_spearman_avg,0.8571769654598669 |
| split01,scimilarity,44,cytokine_spearman_avg,0.8926830480620945 |
| split01,scimilarity,44,cellcycle_proportion_same_phase,0.3345649224416827 |
| split01,scimilarity,44,deg_pred_deg_dice_50,0.17276923076923079 |
| split01,scimilarity,44,deg_pred_mean_genediff_spearman,0.32769672256468635 |
| split01,scimilarity,45,rev_distributional_r2_score,0.8897334991106346 |
| split01,scimilarity,45,distributional_mse,0.14168735077985076 |
| split01,scimilarity,45,distributional_energy_distance,1.1430069566344139 |
| split01,scimilarity,45,rev_distributional_energy_distance,-1.1430069566344139 |
| split01,scimilarity,45,pathway_spearman_avg,0.4361214674347409 |
| split01,scimilarity,45,coexp_spearman_avg,0.8547458160680939 |
| split01,scimilarity,45,cytokine_spearman_avg,0.8710060698847237 |
| split01,scimilarity,45,cellcycle_proportion_same_phase,0.3501926449466158 |
| split01,scimilarity,45,deg_pred_deg_dice_50,0.19961904761904764 |
| split01,scimilarity,45,deg_pred_mean_genediff_spearman,0.3519733386407943 |
| split01,scimilarity,46,rev_distributional_r2_score,0.8977512270212173 |
| split01,scimilarity,46,distributional_mse,0.1397233581455224 |
| split01,scimilarity,46,distributional_energy_distance,1.0827999013491527 |
| split01,scimilarity,46,rev_distributional_energy_distance,-1.0827999013491527 |
| split01,scimilarity,46,pathway_spearman_avg,0.431994255801593 |
| split01,scimilarity,46,coexp_spearman_avg,0.8561046058207665 |
| split01,scimilarity,46,cytokine_spearman_avg,0.8808415408322661 |
| split01,scimilarity,46,cellcycle_proportion_same_phase,0.3774468282015894 |
| split01,scimilarity,46,deg_pred_deg_dice_50,0.1848854961832061 |
| split01,scimilarity,46,deg_pred_mean_genediff_spearman,0.3428577748041693 |
| split01,SE,42,rev_distributional_r2_score,0.9091657896095248 |
| split01,SE,42,distributional_mse,0.10388265409328358 |
| split01,SE,42,distributional_energy_distance,0.6953535296398091 |
| split01,SE,42,rev_distributional_energy_distance,-0.6953535296398091 |
| split01,SE,42,pathway_spearman_avg,0.7497432233482715 |
| split01,SE,42,coexp_spearman_avg,0.9542056495111438 |
| split01,SE,42,cytokine_spearman_avg,0.8961367896310444 |
| split01,SE,42,cellcycle_proportion_same_phase,0.45744453698852616 |
| split01,SE,42,deg_pred_deg_dice_50,0.1511111111111111 |
| split01,SE,42,deg_pred_mean_genediff_spearman,0.47637321011181044 |
| split01,SE,43,rev_distributional_r2_score,0.9046931898415979 |
| split01,SE,43,distributional_mse,0.10450878332089551 |
| split01,SE,43,distributional_energy_distance,0.6639453296273916 |
| split01,SE,43,rev_distributional_energy_distance,-0.6639453296273916 |
| split01,SE,43,pathway_spearman_avg,0.7427819154104377 |
| split01,SE,43,coexp_spearman_avg,0.9550103843511785 |
| split01,SE,43,cytokine_spearman_avg,0.8860340005863211 |
| split01,SE,43,cellcycle_proportion_same_phase,0.4475572170424786 |
| split01,SE,43,deg_pred_deg_dice_50,0.15385826771653546 |
| split01,SE,43,deg_pred_mean_genediff_spearman,0.46717372887413117 |
| split01,SE,44,rev_distributional_r2_score,0.911975193824341 |
| split01,SE,44,distributional_mse,0.10328985206343284 |
| split01,SE,44,distributional_energy_distance,1.0230523483611795 |
| split01,SE,44,rev_distributional_energy_distance,-1.0230523483611795 |
| split01,SE,44,pathway_spearman_avg,0.7475947432421712 |
| split01,SE,44,coexp_spearman_avg,0.9533542295619408 |
| split01,SE,44,cytokine_spearman_avg,0.9096969101836951 |
| split01,SE,44,cellcycle_proportion_same_phase,0.45244558639470717 |
| split01,SE,44,deg_pred_deg_dice_50,0.13661538461538464 |
| split01,SE,44,deg_pred_mean_genediff_spearman,0.44596137708378164 |
| split01,SE,45,rev_distributional_r2_score,0.9079587561870689 |
| split01,SE,45,distributional_mse,0.10431480028731344 |
| split01,SE,45,distributional_energy_distance,0.1631950094382496 |
| split01,SE,45,rev_distributional_energy_distance,-0.1631950094382496 |
| split01,SE,45,pathway_spearman_avg,0.7440192614465857 |
| split01,SE,45,coexp_spearman_avg,0.9526022905363718 |
| split01,SE,45,cytokine_spearman_avg,0.8917803151327219 |
| split01,SE,45,cellcycle_proportion_same_phase,0.4466746696157151 |
| split01,SE,45,deg_pred_deg_dice_50,0.1480952380952381 |
| split01,SE,45,deg_pred_mean_genediff_spearman,0.4694533458373786 |
| split01,SE,46,rev_distributional_r2_score,0.9093449974237983 |
| split01,SE,46,distributional_mse,0.10370726578731343 |
| split01,SE,46,distributional_energy_distance,1.1471699835354268 |
| split01,SE,46,rev_distributional_energy_distance,-1.1471699835354268 |
| split01,SE,46,pathway_spearman_avg,0.7447175367027565 |
| split01,SE,46,coexp_spearman_avg,0.9551885284595711 |
| split01,SE,46,cytokine_spearman_avg,0.9007181026344202 |
| split01,SE,46,cellcycle_proportion_same_phase,0.48405498472842506 |
| split01,SE,46,deg_pred_deg_dice_50,0.12167938931297712 |
| split01,SE,46,deg_pred_mean_genediff_spearman,0.45993892861344077 |
|
|
