anchor,if_enc,split,fold,text_enc,modality,concept,spearman,auroc,n
conch,convnext_tiny,orion_official,0,biomedclip,he,immune,0.5232232485406337,0.7802197802197802,103
conch,convnext_tiny,orion_official,0,biomedclip,he,tumor_epith,0.6701921338133997,0.8746253746253746,103
conch,convnext_tiny,orion_official,0,biomedclip,he,stroma,0.4234299106297199,0.7617382617382618,103
conch,convnext_tiny,orion_official,0,biomedclip,he,proliferation,0.5485863615585845,0.8116883116883117,103
conch,convnext_tiny,orion_official,0,biomedclip,he,vessels,0.003085143831258695,0.5659340659340659,103
conch,convnext_tiny,orion_official,0,biomedclip,he,macrophage,0.1257103692245183,0.6140350877192983,103
conch,convnext_tiny,orion_official,0,biomedclip,he,cellularity,-0.36195771814501415,0.43959435626102294,109
conch,convnext_tiny,orion_official,0,biomedclip,if,immune,0.5791369672291385,0.8526473526473527,103
conch,convnext_tiny,orion_official,0,biomedclip,if,tumor_epith,0.655723915109333,0.8611388611388612,103
conch,convnext_tiny,orion_official,0,biomedclip,if,stroma,0.5155512903510062,0.7847152847152847,103
conch,convnext_tiny,orion_official,0,biomedclip,if,proliferation,0.49237793748564757,0.7712287712287712,103
conch,convnext_tiny,orion_official,0,biomedclip,if,vessels,0.273944804743078,0.6538461538461539,103
conch,convnext_tiny,orion_official,0,biomedclip,if,macrophage,0.11920886678539068,0.5662768031189084,103
conch,convnext_tiny,orion_official,0,biomedclip,if,cellularity,-0.08672342895477289,0.6335978835978836,109
conch,fm:virtues,orion_official,0,biomedclip,he,immune,0.5232232485406337,0.7802197802197802,103
conch,fm:virtues,orion_official,0,biomedclip,he,tumor_epith,0.6701921338133997,0.8746253746253746,103
conch,fm:virtues,orion_official,0,biomedclip,he,stroma,0.4234299106297199,0.7617382617382618,103
conch,fm:virtues,orion_official,0,biomedclip,he,proliferation,0.5485863615585845,0.8116883116883117,103
conch,fm:virtues,orion_official,0,biomedclip,he,vessels,0.003085143831258695,0.5659340659340659,103
conch,fm:virtues,orion_official,0,biomedclip,he,macrophage,0.1257103692245183,0.6140350877192983,103
conch,fm:virtues,orion_official,0,biomedclip,he,cellularity,-0.36195771814501415,0.43959435626102294,109
conch,fm:virtues,orion_official,0,biomedclip,if,immune,0.49349265799068637,0.7907092907092907,103
conch,fm:virtues,orion_official,0,biomedclip,if,tumor_epith,0.6941909162602684,0.9010989010989011,103
conch,fm:virtues,orion_official,0,biomedclip,if,stroma,0.4439434355363558,0.7467532467532467,103
conch,fm:virtues,orion_official,0,biomedclip,if,proliferation,0.33650970449976586,0.6743256743256743,103
conch,fm:virtues,orion_official,0,biomedclip,if,vessels,0.22025988047788514,0.6123876123876124,103
conch,fm:virtues,orion_official,0,biomedclip,if,macrophage,0.12252281942342444,0.581384015594542,103
conch,fm:virtues,orion_official,0,biomedclip,if,cellularity,0.009545322913380644,0.6159611992945326,109
gigapath,convnext_tiny,orion_official,0,biomedclip,he,immune,0.25917343029097134,0.6298701298701299,103
gigapath,convnext_tiny,orion_official,0,biomedclip,he,tumor_epith,0.6531105166501049,0.7982017982017982,103
gigapath,convnext_tiny,orion_official,0,biomedclip,he,stroma,0.28071948728995333,0.7182817182817183,103
gigapath,convnext_tiny,orion_official,0,biomedclip,he,proliferation,0.6340130637866598,0.8336663336663337,103
gigapath,convnext_tiny,orion_official,0,biomedclip,he,vessels,0.051808746223632615,0.5399600399600399,103
gigapath,convnext_tiny,orion_official,0,biomedclip,he,macrophage,0.19519345911284497,0.6944444444444444,103
gigapath,convnext_tiny,orion_official,0,biomedclip,he,cellularity,-0.1890066609887362,0.5304232804232805,109
gigapath,convnext_tiny,orion_official,0,biomedclip,if,immune,0.3747679871946274,0.7297702297702298,103
gigapath,convnext_tiny,orion_official,0,biomedclip,if,tumor_epith,0.3670212312761847,0.6433566433566433,103
gigapath,convnext_tiny,orion_official,0,biomedclip,if,stroma,0.33736647414056725,0.7062937062937064,103
gigapath,convnext_tiny,orion_official,0,biomedclip,if,proliferation,0.17144832137594393,0.564935064935065,103
gigapath,convnext_tiny,orion_official,0,biomedclip,if,vessels,-0.10224885193062552,0.4080919080919081,103
gigapath,convnext_tiny,orion_official,0,biomedclip,if,macrophage,0.11540029435063545,0.6632553606237818,103
gigapath,convnext_tiny,orion_official,0,biomedclip,if,cellularity,-0.16629713302830973,0.5401234567901234,109
gigapath,fm:virtues,orion_official,0,biomedclip,he,immune,0.25917343029097134,0.6298701298701299,103
gigapath,fm:virtues,orion_official,0,biomedclip,he,tumor_epith,0.6531105166501049,0.7982017982017982,103
gigapath,fm:virtues,orion_official,0,biomedclip,he,stroma,0.28071948728995333,0.7182817182817183,103
gigapath,fm:virtues,orion_official,0,biomedclip,he,proliferation,0.6340130637866598,0.8336663336663337,103
gigapath,fm:virtues,orion_official,0,biomedclip,he,vessels,0.051808746223632615,0.5399600399600399,103
gigapath,fm:virtues,orion_official,0,biomedclip,he,macrophage,0.19519345911284497,0.6944444444444444,103
gigapath,fm:virtues,orion_official,0,biomedclip,he,cellularity,-0.1890066609887362,0.5304232804232805,109
gigapath,fm:virtues,orion_official,0,biomedclip,if,immune,0.4772819628847675,0.7702297702297702,103
gigapath,fm:virtues,orion_official,0,biomedclip,if,tumor_epith,0.6585930929922301,0.8036963036963036,103
gigapath,fm:virtues,orion_official,0,biomedclip,if,stroma,0.41414802118066635,0.6903096903096902,103
gigapath,fm:virtues,orion_official,0,biomedclip,if,proliferation,0.1959577759866794,0.6793206793206793,103
gigapath,fm:virtues,orion_official,0,biomedclip,if,vessels,-0.038464501186395376,0.4975024975024975,103
gigapath,fm:virtues,orion_official,0,biomedclip,if,macrophage,0.010370528404593252,0.6198830409356725,103
gigapath,fm:virtues,orion_official,0,biomedclip,if,cellularity,-0.23983318867653827,0.5132275132275133,109
uni2,convnext_tiny,orion_official,0,biomedclip,he,immune,0.7052640828093366,0.8241758241758241,103
uni2,convnext_tiny,orion_official,0,biomedclip,he,tumor_epith,0.2727553928096035,0.6918081918081919,103
uni2,convnext_tiny,orion_official,0,biomedclip,he,stroma,0.33722916808362857,0.7027972027972028,103
uni2,convnext_tiny,orion_official,0,biomedclip,he,proliferation,0.4074002291593032,0.8041958041958042,103
uni2,convnext_tiny,orion_official,0,biomedclip,he,vessels,0.022622487206290655,0.4545454545454546,103
uni2,convnext_tiny,orion_official,0,biomedclip,he,macrophage,0.12270418001555565,0.6232943469785575,103
uni2,convnext_tiny,orion_official,0,biomedclip,he,cellularity,-0.025953084290216016,0.6071428571428572,109
uni2,convnext_tiny,orion_official,0,biomedclip,if,immune,0.7097670536720919,0.8811188811188811,103
uni2,convnext_tiny,orion_official,0,biomedclip,if,tumor_epith,0.11883734440557857,0.6003996003996004,103
uni2,convnext_tiny,orion_official,0,biomedclip,if,stroma,0.20026912240845318,0.564935064935065,103
uni2,convnext_tiny,orion_official,0,biomedclip,if,proliferation,0.24038572256295188,0.6953046953046953,103
uni2,convnext_tiny,orion_official,0,biomedclip,if,vessels,-0.01758132797000103,0.4500499500499501,103
uni2,convnext_tiny,orion_official,0,biomedclip,if,macrophage,0.18042631029294992,0.6247563352826511,103
uni2,convnext_tiny,orion_official,0,biomedclip,if,cellularity,0.05059947874471682,0.5921516754850088,109
uni2,convnext_tiny,orion_official,0,plip,he,immune,0.2811501246723695,0.6723276723276723,103
uni2,convnext_tiny,orion_official,0,plip,he,tumor_epith,0.6886805378068748,0.8576423576423576,103
uni2,convnext_tiny,orion_official,0,plip,he,stroma,0.4421309955847655,0.7212787212787214,103
uni2,convnext_tiny,orion_official,0,plip,he,proliferation,0.6553739486615072,0.8776223776223776,103
uni2,convnext_tiny,orion_official,0,plip,he,vessels,0.08599054312670955,0.6273726273726274,103
uni2,convnext_tiny,orion_official,0,plip,he,macrophage,0.24987092975264272,0.6267056530214425,103
uni2,convnext_tiny,orion_official,0,plip,he,cellularity,0.5590222997873274,0.7477954144620811,109
uni2,convnext_tiny,orion_official,0,plip,if,immune,0.3348343236410223,0.7677322677322678,103
uni2,convnext_tiny,orion_official,0,plip,if,tumor_epith,0.5894325610009993,0.8016983016983017,103
uni2,convnext_tiny,orion_official,0,plip,if,stroma,0.34955925199672033,0.6523476523476524,103
uni2,convnext_tiny,orion_official,0,plip,if,proliferation,0.36375802191105977,0.7452547452547452,103
uni2,convnext_tiny,orion_official,0,plip,if,vessels,0.05025191763595494,0.5889110889110889,103
uni2,convnext_tiny,orion_official,0,plip,if,macrophage,0.23872000122433337,0.6223196881091617,103
uni2,convnext_tiny,orion_official,0,plip,if,cellularity,0.34997972798429133,0.6437389770723104,109
uni2,convnext_tiny,orion_official,0,pathgenclip,he,immune,0.2745823769262045,0.5944055944055945,103
uni2,convnext_tiny,orion_official,0,pathgenclip,he,tumor_epith,-0.08277800609048512,0.469030969030969,103
uni2,convnext_tiny,orion_official,0,pathgenclip,he,stroma,0.4139393159741196,0.7217782217782217,103
uni2,convnext_tiny,orion_official,0,pathgenclip,he,proliferation,0.02244408266277333,0.5744255744255744,103
uni2,convnext_tiny,orion_official,0,pathgenclip,he,vessels,-0.1748324206630852,0.4400599400599401,103
uni2,convnext_tiny,orion_official,0,pathgenclip,he,macrophage,-0.009419759239784227,0.5531189083820663,103
uni2,convnext_tiny,orion_official,0,pathgenclip,he,cellularity,-0.4405212861044165,0.43959435626102294,109
uni2,convnext_tiny,orion_official,0,pathgenclip,if,immune,0.31953520556341725,0.6523476523476522,103
uni2,convnext_tiny,orion_official,0,pathgenclip,if,tumor_epith,-0.053096472100358866,0.4370629370629371,103
uni2,convnext_tiny,orion_official,0,pathgenclip,if,stroma,0.5170232112813886,0.6813186813186813,103
uni2,convnext_tiny,orion_official,0,pathgenclip,if,proliferation,-0.1648930104106728,0.45504495504495507,103
uni2,convnext_tiny,orion_official,0,pathgenclip,if,vessels,0.08168502816811377,0.557942057942058,103
uni2,convnext_tiny,orion_official,0,pathgenclip,if,macrophage,-0.045037880379248385,0.5224171539961014,103
uni2,convnext_tiny,orion_official,0,pathgenclip,if,cellularity,-0.3606139590941013,0.3835978835978836,109
uni2,fm:virtues,orion_official,0,biomedclip,he,immune,0.7052640828093366,0.8241758241758241,103
uni2,fm:virtues,orion_official,0,biomedclip,he,tumor_epith,0.2727553928096035,0.6918081918081919,103
uni2,fm:virtues,orion_official,0,biomedclip,he,stroma,0.33722916808362857,0.7027972027972028,103
uni2,fm:virtues,orion_official,0,biomedclip,he,proliferation,0.4074002291593032,0.8041958041958042,103
uni2,fm:virtues,orion_official,0,biomedclip,he,vessels,0.022622487206290655,0.4545454545454546,103
uni2,fm:virtues,orion_official,0,biomedclip,he,macrophage,0.12270418001555565,0.6232943469785575,103
uni2,fm:virtues,orion_official,0,biomedclip,he,cellularity,-0.025953084290216016,0.6071428571428572,109
uni2,fm:virtues,orion_official,0,biomedclip,if,immune,0.7277350057000617,0.8976023976023977,103
uni2,fm:virtues,orion_official,0,biomedclip,if,tumor_epith,0.3567566917958975,0.7197802197802198,103
uni2,fm:virtues,orion_official,0,biomedclip,if,stroma,0.23390910635842507,0.5859140859140859,103
uni2,fm:virtues,orion_official,0,biomedclip,if,proliferation,0.22683171915445038,0.7417582417582418,103
uni2,fm:virtues,orion_official,0,biomedclip,if,vessels,-0.1126733305323647,0.3801198801198801,103
uni2,fm:virtues,orion_official,0,biomedclip,if,macrophage,0.1469570373814645,0.5745614035087719,103
uni2,fm:virtues,orion_official,0,biomedclip,if,cellularity,0.006542716482375472,0.6825396825396826,109
uni2,fm:virtues,orion_official,0,plip,he,immune,0.2811501246723695,0.6723276723276723,103
uni2,fm:virtues,orion_official,0,plip,he,tumor_epith,0.6886805378068748,0.8576423576423576,103
uni2,fm:virtues,orion_official,0,plip,he,stroma,0.4421309955847655,0.7212787212787214,103
uni2,fm:virtues,orion_official,0,plip,he,proliferation,0.6553739486615072,0.8776223776223776,103
uni2,fm:virtues,orion_official,0,plip,he,vessels,0.08599054312670955,0.6273726273726274,103
uni2,fm:virtues,orion_official,0,plip,he,macrophage,0.24987092975264272,0.6267056530214425,103
uni2,fm:virtues,orion_official,0,plip,he,cellularity,0.5590222997873274,0.7477954144620811,109
uni2,fm:virtues,orion_official,0,plip,if,immune,0.566221128852065,0.8391608391608392,103
uni2,fm:virtues,orion_official,0,plip,if,tumor_epith,0.5320156408095336,0.7417582417582418,103
uni2,fm:virtues,orion_official,0,plip,if,stroma,0.4205135299803427,0.6968031968031968,103
uni2,fm:virtues,orion_official,0,plip,if,proliferation,0.18246550923966587,0.6313686313686314,103
uni2,fm:virtues,orion_official,0,plip,if,vessels,-0.0017621246651736355,0.544955044955045,103
uni2,fm:virtues,orion_official,0,plip,if,macrophage,0.04627442987105202,0.5243664717348927,103
uni2,fm:virtues,orion_official,0,plip,if,cellularity,0.3712574575077107,0.7376543209876543,109
uni2,fm:virtues,orion_official,0,pathgenclip,he,immune,0.2745823769262045,0.5944055944055945,103
uni2,fm:virtues,orion_official,0,pathgenclip,he,tumor_epith,-0.08277800609048512,0.469030969030969,103
uni2,fm:virtues,orion_official,0,pathgenclip,he,stroma,0.4139393159741196,0.7217782217782217,103
uni2,fm:virtues,orion_official,0,pathgenclip,he,proliferation,0.02244408266277333,0.5744255744255744,103
uni2,fm:virtues,orion_official,0,pathgenclip,he,vessels,-0.1748324206630852,0.4400599400599401,103
uni2,fm:virtues,orion_official,0,pathgenclip,he,macrophage,-0.009419759239784227,0.5531189083820663,103
uni2,fm:virtues,orion_official,0,pathgenclip,he,cellularity,-0.4405212861044165,0.43959435626102294,109
uni2,fm:virtues,orion_official,0,pathgenclip,if,immune,0.513690129738508,0.7197802197802198,103
uni2,fm:virtues,orion_official,0,pathgenclip,if,tumor_epith,0.21161855013042807,0.5949050949050949,103
uni2,fm:virtues,orion_official,0,pathgenclip,if,stroma,0.6358918108943261,0.7962037962037961,103
uni2,fm:virtues,orion_official,0,pathgenclip,if,proliferation,-0.17625255612446455,0.34115884115884115,103
uni2,fm:virtues,orion_official,0,pathgenclip,if,vessels,-0.01350391976417854,0.476023976023976,103
uni2,fm:virtues,orion_official,0,pathgenclip,if,macrophage,-0.06721883037444623,0.4741715399610137,103
uni2,fm:virtues,orion_official,0,pathgenclip,if,cellularity,-0.33469331036718325,0.4470899470899471,109
conch,convnext_tiny,patient_5fold,0,biomedclip,he,immune,0.5234911328449361,0.8131947724767753,581
conch,convnext_tiny,patient_5fold,0,biomedclip,he,tumor_epith,0.6740924905444775,0.838098372989749,581
conch,convnext_tiny,patient_5fold,0,biomedclip,he,stroma,0.5216228414984212,0.7364194615021257,581
conch,convnext_tiny,patient_5fold,0,biomedclip,he,proliferation,0.45721023431025376,0.8140765233821445,581
conch,convnext_tiny,patient_5fold,0,biomedclip,he,vessels,0.14499513509152143,0.6051802865690442,581
conch,convnext_tiny,patient_5fold,0,biomedclip,he,macrophage,0.19448635771411024,0.628467957801921,581
conch,convnext_tiny,patient_5fold,0,biomedclip,he,cellularity,-0.2513735395013743,0.40028066423869824,692
conch,convnext_tiny,patient_5fold,0,biomedclip,if,immune,0.4501892422895658,0.7992914501653282,581
conch,convnext_tiny,patient_5fold,0,biomedclip,if,tumor_epith,0.6878401346867166,0.8663594470046083,581
conch,convnext_tiny,patient_5fold,0,biomedclip,if,stroma,0.5197310135134185,0.7563848212879861,581
conch,convnext_tiny,patient_5fold,0,biomedclip,if,proliferation,0.29037964067839706,0.7044402456306094,581
conch,convnext_tiny,patient_5fold,0,biomedclip,if,vessels,0.14910649445196794,0.6242009132420091,581
conch,convnext_tiny,patient_5fold,0,biomedclip,if,macrophage,0.18612335431742152,0.6581640686506061,581
conch,convnext_tiny,patient_5fold,0,biomedclip,if,cellularity,-0.03406611254319506,0.5566730150244468,692
conch,fm:virtues,patient_5fold,0,biomedclip,he,immune,0.5234911328449361,0.8131947724767753,581
conch,fm:virtues,patient_5fold,0,biomedclip,he,tumor_epith,0.6740924905444775,0.838098372989749,581
conch,fm:virtues,patient_5fold,0,biomedclip,he,stroma,0.5216228414984212,0.7364194615021257,581
conch,fm:virtues,patient_5fold,0,biomedclip,he,proliferation,0.45721023431025376,0.8140765233821445,581
conch,fm:virtues,patient_5fold,0,biomedclip,he,vessels,0.14499513509152143,0.6051802865690442,581
conch,fm:virtues,patient_5fold,0,biomedclip,he,macrophage,0.19448635771411024,0.628467957801921,581
conch,fm:virtues,patient_5fold,0,biomedclip,he,cellularity,-0.2513735395013743,0.40028066423869824,692
conch,fm:virtues,patient_5fold,0,biomedclip,if,immune,0.44172423297049923,0.7977483860809321,581
conch,fm:virtues,patient_5fold,0,biomedclip,if,tumor_epith,0.7395791468433852,0.9047305558167968,581
conch,fm:virtues,patient_5fold,0,biomedclip,if,stroma,0.6292148686565951,0.8148952920799875,581
conch,fm:virtues,patient_5fold,0,biomedclip,if,proliferation,0.31800894376003486,0.7312864115887262,581
conch,fm:virtues,patient_5fold,0,biomedclip,if,vessels,0.15224878810909856,0.6456148638009762,581
conch,fm:virtues,patient_5fold,0,biomedclip,if,macrophage,0.13193654790933568,0.6346874507951504,581
conch,fm:virtues,patient_5fold,0,biomedclip,if,cellularity,-0.04052964550974797,0.5394210743203359,692
gigapath,convnext_tiny,patient_5fold,0,biomedclip,he,immune,0.37523349732234046,0.7698945048023934,581
gigapath,convnext_tiny,patient_5fold,0,biomedclip,he,tumor_epith,0.6738174229691455,0.8644001379353585,581
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