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