| dataset,split,fold,part,pair,kind,circular,n_test,R@1,R@5,R@10,MRR,pair_acc |
| HEST,group 5-fold,0,real,H&E<->RNA,trained pair,False,1896,0.13540000000000002,0.3837,0.5124,0.2594007716248209,0.14379999999999998 |
| HEST,group 5-fold,0,virtual,H&E<->RNA(virtual),calibration: virtual replaces real,True,1896,0.10549999999999998,0.3036,0.41769999999999996,0.20939679886003382,0.12400000000000003 |
| HEST,group 5-fold,0,virtual,RNA<->RNA(virtual),calibration: real vs virtual,False,1896,0.10980000000000001,0.2923,0.40370000000000006,0.2096635402356134,0.13660000000000003 |
| HEST (STPath-unseen test spots),group 5-fold,0,real,H&E<->RNA,trained pair,False,104,0.020999999999999998,0.20929999999999996,0.36940000000000006,0.13394064121686763,0.04639999999999999 |
| HEST (STPath-unseen test spots),group 5-fold,0,virtual,H&E<->RNA(virtual),calibration: virtual replaces real,True,104,0.05489999999999998,0.20709999999999998,0.38150000000000006,0.1542060198241078,0.09759999999999998 |
| HEST (STPath-unseen test spots),group 5-fold,0,virtual,RNA<->RNA(virtual),calibration: real vs virtual,False,104,0.031199999999999995,0.1862,0.2811,0.12291174411188337,0.0576 |
| HEST,group 5-fold,1,real,H&E<->RNA,trained pair,False,1896,0.1445,0.38380000000000003,0.5036999999999999,0.2658040731318633,0.1852 |
| HEST,group 5-fold,1,virtual,H&E<->RNA(virtual),calibration: virtual replaces real,True,1896,0.12580000000000002,0.3439000000000001,0.4718,0.24019282543481668,0.229 |
| HEST,group 5-fold,1,virtual,RNA<->RNA(virtual),calibration: real vs virtual,False,1896,0.11320000000000001,0.32650000000000007,0.4543,0.22589590531247394,0.16920000000000002 |
| HEST (STPath-unseen test spots),group 5-fold,1,real,H&E<->RNA,trained pair,False,284,0.09480000000000001,0.33549999999999996,0.5375000000000001,0.2255185093944811,0.122 |
| HEST (STPath-unseen test spots),group 5-fold,1,virtual,H&E<->RNA(virtual),calibration: virtual replaces real,True,284,0.09020000000000002,0.3182,0.48950000000000005,0.21332592438113424,0.1444 |
| HEST (STPath-unseen test spots),group 5-fold,1,virtual,RNA<->RNA(virtual),calibration: real vs virtual,False,284,0.0555,0.20120000000000002,0.2941,0.1416911553905504,0.0688 |
| HEST,group 5-fold,2,real,H&E<->RNA,trained pair,False,1896,0.11220000000000001,0.3132,0.44800000000000006,0.22220231233182205,0.12220000000000003 |
| HEST,group 5-fold,2,virtual,H&E<->RNA(virtual),calibration: virtual replaces real,True,1896,0.1059,0.2706,0.37769999999999987,0.19944576202496989,0.1336 |
| HEST,group 5-fold,2,virtual,RNA<->RNA(virtual),calibration: real vs virtual,False,1896,0.0992,0.27630000000000005,0.3726,0.19480521292947428,0.12400000000000003 |
| HEST (STPath-unseen test spots),group 5-fold,2,real,H&E<->RNA,trained pair,False,225,0.0958,0.3218,0.5227999999999999,0.22194656800854046,0.131 |
| HEST (STPath-unseen test spots),group 5-fold,2,virtual,H&E<->RNA(virtual),calibration: virtual replaces real,True,225,0.0767,0.26080000000000003,0.40480000000000005,0.18357329774524656,0.168 |
| HEST (STPath-unseen test spots),group 5-fold,2,virtual,RNA<->RNA(virtual),calibration: real vs virtual,False,225,0.046799999999999994,0.18400000000000002,0.2955,0.13051603206602536,0.0708 |
| HEST,group 5-fold,3,real,H&E<->RNA,trained pair,False,1896,0.17309999999999998,0.47179999999999994,0.6098,0.31251361437040487,0.18400000000000002 |
| HEST,group 5-fold,3,virtual,H&E<->RNA(virtual),calibration: virtual replaces real,True,1896,0.1489,0.36729999999999996,0.4842,0.2592923523849403,0.20259999999999997 |
| HEST,group 5-fold,3,virtual,RNA<->RNA(virtual),calibration: real vs virtual,False,1896,0.137,0.35889999999999994,0.4878,0.25155525888966107,0.17400000000000004 |
| HEST (STPath-unseen test spots),group 5-fold,3,real,H&E<->RNA,trained pair,False,459,0.1201,0.40090000000000003,0.5986999999999999,0.2627285143334249,0.1416 |
| HEST (STPath-unseen test spots),group 5-fold,3,virtual,H&E<->RNA(virtual),calibration: virtual replaces real,True,459,0.09820000000000002,0.3034,0.4554000000000001,0.2130585045633498,0.15839999999999999 |
| HEST (STPath-unseen test spots),group 5-fold,3,virtual,RNA<->RNA(virtual),calibration: real vs virtual,False,459,0.0584,0.19560000000000002,0.32289999999999996,0.1449666434825189,0.05959999999999999 |
| HEST,group 5-fold,4,real,H&E<->RNA,trained pair,False,1900,0.1745,0.49500000000000005,0.6588,0.3243028525624274,0.1968 |
| HEST,group 5-fold,4,virtual,H&E<->RNA(virtual),calibration: virtual replaces real,True,1900,0.1454,0.3960000000000001,0.5391000000000001,0.2719409933206236,0.2186 |
| HEST,group 5-fold,4,virtual,RNA<->RNA(virtual),calibration: real vs virtual,False,1900,0.1321,0.35400000000000004,0.4778,0.2468254963047783,0.15780000000000002 |
| HEST (STPath-unseen test spots),group 5-fold,4,real,H&E<->RNA,trained pair,False,580,0.1003,0.33699999999999997,0.5169,0.22713608474863162,0.11099999999999997 |
| HEST (STPath-unseen test spots),group 5-fold,4,virtual,H&E<->RNA(virtual),calibration: virtual replaces real,True,580,0.07959999999999998,0.2733,0.42480000000000007,0.19027486535245872,0.11159999999999998 |
| HEST (STPath-unseen test spots),group 5-fold,4,virtual,RNA<->RNA(virtual),calibration: real vs virtual,False,580,0.04079999999999999,0.16450000000000004,0.3061,0.1253232845196065,0.0498 |
| ORION,patient 5-fold,0,real,"H&E<->mIF (17-ch full ORION panel, reference)",trained pair,False,692,0.7142000000000001,0.9599,0.9859,0.8198782869042767,0.925 |
| ORION,patient 5-fold,0,real,H&E<->mIF,trained pair,False,692,0.6172,0.9194000000000001,0.9723000000000002,0.7468546592978553,0.8344000000000001 |
| ORION,patient 5-fold,0,virtual,mIF<->RNA(virtual),emergent: real x virtual,False,692,0.08879999999999999,0.3008,0.46990000000000004,0.20622289251311635,0.12179999999999999 |
| ORION,patient 5-fold,0,virtual,mIF<->text(synthetic),emergent: real x virtual,False,692,0.0779,0.28059999999999996,0.4413,0.1917666802454251,0.07060000000000001 |
| ORION,patient 5-fold,0,virtual,H&E<->RNA(virtual),virtual from this H&E,True,692,0.10250000000000002,0.3386,0.4882000000000001,0.22365748790845405,0.16920000000000002 |
| ORION,patient 5-fold,0,virtual,H&E<->text(synthetic),virtual from this H&E,True,692,0.07170000000000001,0.2637,0.4292,0.18279524660039395,0.08959999999999999 |
| ORION,patient 5-fold,0,virtual,RNA(virtual)<->text(synthetic),emergent: virtual x virtual,True,692,0.0378,0.1611,0.2902,0.12155469751169483,0.053 |
| ORION,patient 5-fold,0,real,H&E<->mIF (16-ch MIPHEI panel),trained pair,False,692,0.6626000000000001,0.9366000000000001,0.9818000000000001,0.7798531464216594,0.8826000000000002 |
| ORION,patient 5-fold,0,virtual,mIF(16ch)<->RNA(virtual),emergent: real x virtual,False,692,0.09190000000000001,0.32410000000000005,0.4972,0.21616868513303047,0.1428 |
| ORION,patient 5-fold,0,virtual,mIF(16ch)<->text(synthetic),emergent: real x virtual,False,692,0.07579999999999999,0.282,0.4553000000000001,0.19275567473033509,0.0862 |
| ORION,patient 5-fold,0,virtual,H&E<->mIF(MIPHEI) [MIPHEI-seen tiles],calibration: virtual replaces real,True,692,0.2477,0.5412,0.6980000000000001,0.3903477970898559,0.49979999999999997 |
| ORION,patient 5-fold,0,virtual,mIF<->mIF(MIPHEI) [MIPHEI-seen tiles],calibration: real vs virtual,False,692,0.37449999999999994,0.6578,0.7510000000000001,0.5058915329592114,0.6426 |
| ORION,patient 5-fold,0,virtual,mIF(MIPHEI)<->RNA(virtual) [MIPHEI-seen tiles],emergent: virtual x virtual,True,692,0.04870000000000001,0.19819999999999996,0.33940000000000003,0.14082751004061267,0.09079999999999998 |
| ORION,patient 5-fold,0,virtual,mIF(MIPHEI)<->text(synthetic) [MIPHEI-seen tiles],emergent: virtual x virtual,True,692,0.053,0.18390000000000004,0.30499999999999994,0.13901277210762486,0.048200000000000014 |
| ORION,patient 5-fold,0,virtual,H&E<->mIF(virtual),calibration: virtual replaces real,True,692,0.038599999999999995,0.1577,0.27180000000000004,0.11812455946752014,0.04239999999999999 |
| ORION,patient 5-fold,0,virtual,mIF<->mIF(virtual),calibration: real vs virtual,False,692,0.0561,0.16949999999999998,0.2631,0.13147762178155567,0.0638 |
| ORION,patient 5-fold,0,virtual,mIF(virtual)<->RNA(virtual),emergent: virtual x virtual,True,692,0.0154,0.060500000000000005,0.12739999999999996,0.06272434163515578,0.013999999999999999 |
| ORION,patient 5-fold,0,virtual,mIF(virtual)<->text(synthetic),emergent: virtual x virtual,True,692,0.025999999999999995,0.1127,0.20679999999999998,0.09217375757171611,0.019000000000000003 |
| ORION,patient 5-fold,0,virtual,H&E<->mIF(virtual) [qm],calibration: virtual replaces real,True,692,0.048,0.17549999999999996,0.2905,0.13060842586230212,0.04679999999999999 |
| ORION,patient 5-fold,0,virtual,mIF<->mIF(virtual) [qm],calibration: real vs virtual,False,692,0.060500000000000005,0.20740000000000003,0.324,0.14903940829442144,0.06720000000000001 |
| ORION,patient 5-fold,0,virtual,mIF(virtual) [qm]<->RNA(virtual),emergent: virtual x virtual,True,692,0.0168,0.08650000000000001,0.17489999999999997,0.0766798283310913,0.0192 |
| ORION,patient 5-fold,0,virtual,mIF(virtual) [qm]<->text(synthetic),emergent: virtual x virtual,True,692,0.029899999999999996,0.11710000000000001,0.20559999999999995,0.09468754973047201,0.023000000000000003 |
| ORION,patient 5-fold,1,real,"H&E<->mIF (17-ch full ORION panel, reference)",trained pair,False,545,0.7374,0.971,0.9930000000000001,0.8382435932728631,0.9573999999999999 |
| ORION,patient 5-fold,1,real,H&E<->mIF,trained pair,False,545,0.6531999999999999,0.9493999999999998,0.9888999999999999,0.7795056034663448,0.8941999999999999 |
| ORION,patient 5-fold,1,virtual,mIF<->RNA(virtual),emergent: real x virtual,False,545,0.1045,0.3517,0.5152,0.2332786697987985,0.1418 |
| ORION,patient 5-fold,1,virtual,mIF<->text(synthetic),emergent: real x virtual,False,545,0.06639999999999999,0.2545,0.41800000000000004,0.17525895888701107,0.0718 |
| ORION,patient 5-fold,1,virtual,H&E<->RNA(virtual),virtual from this H&E,True,545,0.09939999999999997,0.3715999999999999,0.5552,0.2360841524747476,0.21960000000000002 |
| ORION,patient 5-fold,1,virtual,H&E<->text(synthetic),virtual from this H&E,True,545,0.0889,0.2742,0.4420999999999999,0.19763438215374568,0.1144 |
| ORION,patient 5-fold,1,virtual,RNA(virtual)<->text(synthetic),emergent: virtual x virtual,True,545,0.0509,0.22029999999999997,0.3826,0.1538915862213654,0.0614 |
| ORION,patient 5-fold,1,real,H&E<->mIF (16-ch MIPHEI panel),trained pair,False,545,0.6963000000000001,0.9594999999999999,0.9889999999999998,0.8096516531642055,0.9243999999999999 |
| ORION,patient 5-fold,1,virtual,mIF(16ch)<->RNA(virtual),emergent: real x virtual,False,545,0.11689999999999998,0.36709999999999987,0.5207,0.24683379287755236,0.158 |
| ORION,patient 5-fold,1,virtual,mIF(16ch)<->text(synthetic),emergent: real x virtual,False,545,0.058299999999999984,0.2492,0.4189,0.16884929705071738,0.067 |
| ORION,patient 5-fold,1,virtual,H&E<->mIF(MIPHEI) [MIPHEI-seen tiles],calibration: virtual replaces real,True,545,0.24679999999999996,0.5631,0.713,0.3950014438885852,0.4768 |
| ORION,patient 5-fold,1,virtual,mIF<->mIF(MIPHEI) [MIPHEI-seen tiles],calibration: real vs virtual,False,545,0.35949999999999993,0.659,0.7531,0.49679630090618415,0.6534 |
| ORION,patient 5-fold,1,virtual,mIF(MIPHEI)<->RNA(virtual) [MIPHEI-seen tiles],emergent: virtual x virtual,True,545,0.05990000000000001,0.2329,0.3689,0.1594589990907367,0.10739999999999998 |
| ORION,patient 5-fold,1,virtual,mIF(MIPHEI)<->text(synthetic) [MIPHEI-seen tiles],emergent: virtual x virtual,True,545,0.041299999999999996,0.14719999999999997,0.2551,0.11565527582321358,0.0476 |
| ORION,patient 5-fold,1,virtual,H&E<->mIF(virtual),calibration: virtual replaces real,True,545,0.029799999999999997,0.15159999999999998,0.2567,0.10911840825785299,0.048600000000000004 |
| ORION,patient 5-fold,1,virtual,mIF<->mIF(virtual),calibration: real vs virtual,False,545,0.0341,0.1381,0.21760000000000002,0.10289476986289234,0.041800000000000004 |
| ORION,patient 5-fold,1,virtual,mIF(virtual)<->RNA(virtual),emergent: virtual x virtual,True,545,0.025699999999999997,0.1142,0.2008,0.09136931990259806,0.0258 |
| ORION,patient 5-fold,1,virtual,mIF(virtual)<->text(synthetic),emergent: virtual x virtual,True,545,0.025599999999999998,0.10440000000000003,0.17859999999999998,0.0858433301828408,0.0222 |
| ORION,patient 5-fold,1,virtual,H&E<->mIF(virtual) [qm],calibration: virtual replaces real,True,545,0.0391,0.17989999999999998,0.31370000000000003,0.12724194362521027,0.053599999999999995 |
| ORION,patient 5-fold,1,virtual,mIF<->mIF(virtual) [qm],calibration: real vs virtual,False,545,0.050300000000000004,0.18280000000000002,0.2996,0.13581756446738852,0.0512 |
| ORION,patient 5-fold,1,virtual,mIF(virtual) [qm]<->RNA(virtual),emergent: virtual x virtual,True,545,0.021199999999999997,0.1079,0.2079,0.08819525892368084,0.0212 |
| ORION,patient 5-fold,1,virtual,mIF(virtual) [qm]<->text(synthetic),emergent: virtual x virtual,True,545,0.0185,0.10160000000000002,0.1931,0.08100689384331387,0.022400000000000003 |
| ORION,patient 5-fold,2,real,"H&E<->mIF (17-ch full ORION panel, reference)",trained pair,False,547,0.7140000000000001,0.959,0.9918,0.8192946436874959,0.915 |
| ORION,patient 5-fold,2,real,H&E<->mIF,trained pair,False,547,0.6602,0.9293,0.9786000000000001,0.7756322636582799,0.8591999999999999 |
| ORION,patient 5-fold,2,virtual,mIF<->RNA(virtual),emergent: real x virtual,False,547,0.0978,0.3272,0.4734,0.2177042689830127,0.1152 |
| ORION,patient 5-fold,2,virtual,mIF<->text(synthetic),emergent: real x virtual,False,547,0.0746,0.2845,0.4328,0.18984261912236697,0.0684 |
| ORION,patient 5-fold,2,virtual,H&E<->RNA(virtual),virtual from this H&E,True,547,0.0952,0.3304000000000001,0.5008,0.22110980233901517,0.1616 |
| ORION,patient 5-fold,2,virtual,H&E<->text(synthetic),virtual from this H&E,True,547,0.0703,0.2862,0.4568,0.19039053658064198,0.0864 |
| ORION,patient 5-fold,2,virtual,RNA(virtual)<->text(synthetic),emergent: virtual x virtual,True,547,0.041199999999999994,0.18760000000000002,0.32909999999999995,0.13438471226780627,0.0454 |
| ORION,patient 5-fold,2,real,H&E<->mIF (16-ch MIPHEI panel),trained pair,False,547,0.7015999999999998,0.9503,0.9886000000000001,0.8090370688351486,0.8952 |
| ORION,patient 5-fold,2,virtual,mIF(16ch)<->RNA(virtual),emergent: real x virtual,False,547,0.10389999999999999,0.36129999999999995,0.4951,0.2316964354668167,0.1334 |
| ORION,patient 5-fold,2,virtual,mIF(16ch)<->text(synthetic),emergent: real x virtual,False,547,0.06899999999999999,0.2871,0.43379999999999996,0.18596432383992206,0.06760000000000001 |
| ORION,patient 5-fold,2,virtual,H&E<->mIF(MIPHEI) [MIPHEI-seen tiles],calibration: virtual replaces real,True,547,0.2408,0.559,0.7108,0.3913119738355731,0.48560000000000003 |
| ORION,patient 5-fold,2,virtual,mIF<->mIF(MIPHEI) [MIPHEI-seen tiles],calibration: real vs virtual,False,547,0.40060000000000007,0.69,0.7764,0.5326228800701989,0.6920000000000001 |
| ORION,patient 5-fold,2,virtual,mIF(MIPHEI)<->RNA(virtual) [MIPHEI-seen tiles],emergent: virtual x virtual,True,547,0.0568,0.20149999999999996,0.3340000000000001,0.14634715465187614,0.07360000000000001 |
| ORION,patient 5-fold,2,virtual,mIF(MIPHEI)<->text(synthetic) [MIPHEI-seen tiles],emergent: virtual x virtual,True,547,0.054099999999999995,0.21479999999999996,0.3544,0.15151980782598173,0.05459999999999999 |
| ORION,patient 5-fold,2,virtual,H&E<->mIF(virtual),calibration: virtual replaces real,True,547,0.04570000000000001,0.17959999999999993,0.29699999999999993,0.13111514303114144,0.052399999999999995 |
| ORION,patient 5-fold,2,virtual,mIF<->mIF(virtual),calibration: real vs virtual,False,547,0.0424,0.1787,0.29180000000000006,0.1256580831174272,0.0608 |
| ORION,patient 5-fold,2,virtual,mIF(virtual)<->RNA(virtual),emergent: virtual x virtual,True,547,0.028299999999999995,0.12810000000000002,0.23710000000000003,0.09845837356262976,0.025200000000000004 |
| ORION,patient 5-fold,2,virtual,mIF(virtual)<->text(synthetic),emergent: virtual x virtual,True,547,0.022199999999999998,0.09359999999999999,0.1726,0.082400664414759,0.0212 |
| ORION,patient 5-fold,2,virtual,H&E<->mIF(virtual) [qm],calibration: virtual replaces real,True,547,0.039,0.16779999999999998,0.29119999999999996,0.12360248226794533,0.0464 |
| ORION,patient 5-fold,2,virtual,mIF<->mIF(virtual) [qm],calibration: real vs virtual,False,547,0.043899999999999995,0.1668,0.27699999999999997,0.12236257817726572,0.05259999999999999 |
| ORION,patient 5-fold,2,virtual,mIF(virtual) [qm]<->RNA(virtual),emergent: virtual x virtual,True,547,0.017900000000000003,0.09390000000000001,0.18979999999999997,0.07932043887507155,0.0144 |
| ORION,patient 5-fold,2,virtual,mIF(virtual) [qm]<->text(synthetic),emergent: virtual x virtual,True,547,0.016700000000000003,0.08639999999999999,0.16570000000000001,0.07429669225187886,0.012200000000000003 |
| ORION,patient 5-fold,3,real,"H&E<->mIF (17-ch full ORION panel, reference)",trained pair,False,704,0.7732000000000001,0.9784,0.9939999999999999,0.86211974829241,0.9738 |
| ORION,patient 5-fold,3,real,H&E<->mIF,trained pair,False,704,0.6873,0.9556999999999999,0.9897000000000001,0.8031025440827296,0.9262 |
| ORION,patient 5-fold,3,virtual,mIF<->RNA(virtual),emergent: real x virtual,False,704,0.10680000000000002,0.37079999999999996,0.5398,0.23901219672168683,0.1646 |
| ORION,patient 5-fold,3,virtual,mIF<->text(synthetic),emergent: real x virtual,False,704,0.07490000000000001,0.285,0.44839999999999997,0.19013407191420645,0.07919999999999999 |
| ORION,patient 5-fold,3,virtual,H&E<->RNA(virtual),virtual from this H&E,True,704,0.1142,0.3715,0.5375,0.24302886952162545,0.2484 |
| ORION,patient 5-fold,3,virtual,H&E<->text(synthetic),virtual from this H&E,True,704,0.0718,0.2651,0.42369999999999997,0.18262274614358695,0.12500000000000003 |
| ORION,patient 5-fold,3,virtual,RNA(virtual)<->text(synthetic),emergent: virtual x virtual,True,704,0.0444,0.18289999999999998,0.3115,0.13257627362151825,0.0532 |
| ORION,patient 5-fold,3,real,H&E<->mIF (16-ch MIPHEI panel),trained pair,False,704,0.7394,0.9688999999999999,0.9916999999999999,0.8386791349920878,0.9520000000000001 |
| ORION,patient 5-fold,3,virtual,mIF(16ch)<->RNA(virtual),emergent: real x virtual,False,704,0.11290000000000001,0.3671000000000001,0.5348999999999999,0.24375775753784726,0.1726 |
| ORION,patient 5-fold,3,virtual,mIF(16ch)<->text(synthetic),emergent: real x virtual,False,704,0.08360000000000001,0.29330000000000006,0.45949999999999996,0.19990015231692687,0.0898 |
| ORION,patient 5-fold,3,virtual,H&E<->mIF(MIPHEI) [MIPHEI-seen tiles],calibration: virtual replaces real,True,704,0.299,0.6312999999999999,0.7588000000000001,0.4495690755486689,0.6048 |
| ORION,patient 5-fold,3,virtual,mIF<->mIF(MIPHEI) [MIPHEI-seen tiles],calibration: real vs virtual,False,704,0.4186000000000001,0.6980000000000001,0.7982,0.5459809717719734,0.7305999999999999 |
| ORION,patient 5-fold,3,virtual,mIF(MIPHEI)<->RNA(virtual) [MIPHEI-seen tiles],emergent: virtual x virtual,True,704,0.0693,0.2572,0.4089,0.17457595944307733,0.1276 |
| ORION,patient 5-fold,3,virtual,mIF(MIPHEI)<->text(synthetic) [MIPHEI-seen tiles],emergent: virtual x virtual,True,704,0.054099999999999995,0.22590000000000005,0.3514,0.15386648616410756,0.06680000000000001 |
| ORION,patient 5-fold,3,virtual,H&E<->mIF(virtual),calibration: virtual replaces real,True,704,0.035199999999999995,0.146,0.24930000000000002,0.11105072629059251,0.0492 |
| ORION,patient 5-fold,3,virtual,mIF<->mIF(virtual),calibration: real vs virtual,False,704,0.04669999999999999,0.15530000000000002,0.24419999999999997,0.11894750144637437,0.048 |
| ORION,patient 5-fold,3,virtual,mIF(virtual)<->RNA(virtual),emergent: virtual x virtual,True,704,0.0218,0.088,0.1602,0.07799729685699254,0.0192 |
| ORION,patient 5-fold,3,virtual,mIF(virtual)<->text(synthetic),emergent: virtual x virtual,True,704,0.023499999999999997,0.1072,0.19839999999999997,0.08723977243419681,0.0298 |
| ORION,patient 5-fold,3,virtual,H&E<->mIF(virtual) [qm],calibration: virtual replaces real,True,704,0.0382,0.1418,0.2371,0.10964684558220897,0.0446 |
| ORION,patient 5-fold,3,virtual,mIF<->mIF(virtual) [qm],calibration: real vs virtual,False,704,0.04920000000000001,0.1819,0.298,0.13182263522049925,0.0748 |
| ORION,patient 5-fold,3,virtual,mIF(virtual) [qm]<->RNA(virtual),emergent: virtual x virtual,True,704,0.0121,0.0581,0.1128,0.05868521718623466,0.013600000000000001 |
| ORION,patient 5-fold,3,virtual,mIF(virtual) [qm]<->text(synthetic),emergent: virtual x virtual,True,704,0.020799999999999992,0.09519999999999999,0.1744,0.08020309908629175,0.0154 |
| ORION,patient 5-fold,4,real,"H&E<->mIF (17-ch full ORION panel, reference)",trained pair,False,699,0.6930000000000001,0.9411,0.9778999999999999,0.8012059530800154,0.9032000000000001 |
| ORION,patient 5-fold,4,real,H&E<->mIF,trained pair,False,699,0.6014,0.9028,0.9679000000000001,0.7312081848555194,0.7996 |
| ORION,patient 5-fold,4,virtual,mIF<->RNA(virtual),emergent: real x virtual,False,699,0.09440000000000001,0.32880000000000004,0.47819999999999996,0.21495333845381043,0.1112 |
| ORION,patient 5-fold,4,virtual,mIF<->text(synthetic),emergent: real x virtual,False,699,0.077,0.28579999999999994,0.4444000000000001,0.18987976075990828,0.07060000000000001 |
| ORION,patient 5-fold,4,virtual,H&E<->RNA(virtual),virtual from this H&E,True,699,0.10280000000000003,0.34,0.5069,0.22637820216223062,0.1598 |
| ORION,patient 5-fold,4,virtual,H&E<->text(synthetic),virtual from this H&E,True,699,0.0794,0.29319999999999996,0.4538000000000001,0.19488669453122065,0.0944 |
| ORION,patient 5-fold,4,virtual,RNA(virtual)<->text(synthetic),emergent: virtual x virtual,True,699,0.0527,0.22479999999999997,0.3781000000000001,0.15412614695186877,0.0646 |
| ORION,patient 5-fold,4,real,H&E<->mIF (16-ch MIPHEI panel),trained pair,False,699,0.6447999999999999,0.9146000000000002,0.9671999999999998,0.7625252777131948,0.8528 |
| ORION,patient 5-fold,4,virtual,mIF(16ch)<->RNA(virtual),emergent: real x virtual,False,699,0.11449999999999998,0.3667000000000001,0.5144,0.24018045527025564,0.1386 |
| ORION,patient 5-fold,4,virtual,mIF(16ch)<->text(synthetic),emergent: real x virtual,False,699,0.0822,0.29,0.4514,0.19532576926871553,0.08719999999999999 |
| ORION,patient 5-fold,4,virtual,H&E<->mIF(MIPHEI) [MIPHEI-seen tiles],calibration: virtual replaces real,True,699,0.24060000000000004,0.5666999999999999,0.7313000000000001,0.3946006466961628,0.47620000000000007 |
| ORION,patient 5-fold,4,virtual,mIF<->mIF(MIPHEI) [MIPHEI-seen tiles],calibration: real vs virtual,False,699,0.3432,0.6179,0.7297999999999999,0.4735351221506332,0.625 |
| ORION,patient 5-fold,4,virtual,mIF(MIPHEI)<->RNA(virtual) [MIPHEI-seen tiles],emergent: virtual x virtual,True,699,0.04800000000000001,0.1832,0.30999999999999994,0.13431118524375024,0.06340000000000001 |
| ORION,patient 5-fold,4,virtual,mIF(MIPHEI)<->text(synthetic) [MIPHEI-seen tiles],emergent: virtual x virtual,True,699,0.0502,0.18359999999999999,0.2946000000000001,0.13576455911221696,0.0662 |
| ORION,patient 5-fold,4,virtual,H&E<->mIF(virtual),calibration: virtual replaces real,True,699,0.0409,0.1396,0.24549999999999997,0.11165668489549864,0.03740000000000001 |
| ORION,patient 5-fold,4,virtual,mIF<->mIF(virtual),calibration: real vs virtual,False,699,0.045599999999999995,0.14380000000000004,0.2216,0.11285352185710763,0.0536 |
| ORION,patient 5-fold,4,virtual,mIF(virtual)<->RNA(virtual),emergent: virtual x virtual,True,699,0.0114,0.07519999999999999,0.1436,0.06542043211805884,0.0106 |
| ORION,patient 5-fold,4,virtual,mIF(virtual)<->text(synthetic),emergent: virtual x virtual,True,699,0.024499999999999994,0.1207,0.20590000000000003,0.0941509972744317,0.025000000000000005 |
| ORION,patient 5-fold,4,virtual,H&E<->mIF(virtual) [qm],calibration: virtual replaces real,True,699,0.0473,0.15529999999999997,0.2589,0.12303939985197826,0.04300000000000001 |
| ORION,patient 5-fold,4,virtual,mIF<->mIF(virtual) [qm],calibration: real vs virtual,False,699,0.05709999999999999,0.18619999999999998,0.3085,0.14038944416114651,0.0564 |
| ORION,patient 5-fold,4,virtual,mIF(virtual) [qm]<->RNA(virtual),emergent: virtual x virtual,True,699,0.018500000000000003,0.0819,0.1501,0.07145115185135092,0.013800000000000003 |
| ORION,patient 5-fold,4,virtual,mIF(virtual) [qm]<->text(synthetic),emergent: virtual x virtual,True,699,0.0243,0.09380000000000001,0.17170000000000005,0.0821648597372514,0.0254 |
| ORION,official,0,real,"H&E<->mIF (17-ch full ORION panel, reference)",trained pair,False,109,0.6653999999999999,0.9738999999999999,1.0,0.7912782142857142,0.9483999999999999 |
| ORION,official,0,real,H&E<->mIF,trained pair,False,109,0.6548999999999999,0.9498999999999999,0.9899000000000001,0.7769414602378297,0.976 |
| ORION,official,0,virtual,mIF<->RNA(virtual),emergent: real x virtual,False,109,0.0922,0.29650000000000004,0.46980000000000005,0.20738182866837385,0.1516 |
| ORION,official,0,virtual,mIF<->text(synthetic),emergent: real x virtual,False,109,0.0874,0.3006,0.4389,0.1993991297402523,0.094 |
| ORION,official,0,virtual,H&E<->RNA(virtual),virtual from this H&E,True,109,0.0802,0.34409999999999996,0.5594,0.2140146074711106,0.16000000000000003 |
| ORION,official,0,virtual,H&E<->text(synthetic),virtual from this H&E,True,109,0.06760000000000002,0.2486,0.40509999999999996,0.17380068455179098,0.0742 |
| ORION,official,0,virtual,RNA(virtual)<->text(synthetic),emergent: virtual x virtual,True,109,0.058499999999999996,0.17019999999999996,0.2702,0.13679778264526188,0.06860000000000001 |
| ORION,official,0,real,H&E<->mIF (16-ch MIPHEI panel),trained pair,False,109,0.5909,0.9508,0.9907,0.7358184565434566,0.9209999999999999 |
| ORION,official,0,virtual,mIF(16ch)<->RNA(virtual),emergent: real x virtual,False,109,0.10129999999999999,0.2709,0.4661,0.20760062423485895,0.1228 |
| ORION,official,0,virtual,mIF(16ch)<->text(synthetic),emergent: real x virtual,False,109,0.063,0.28430000000000005,0.4416,0.17825643049153483,0.0622 |
| ORION,official,0,virtual,H&E<->mIF(MIPHEI),calibration: virtual replaces real,True,109,0.1889,0.5879000000000001,0.7836,0.3644089298915148,0.5528 |
| ORION,official,0,virtual,mIF<->mIF(MIPHEI),calibration: real vs virtual,False,109,0.2968,0.6663000000000001,0.8,0.4535847300034732,0.5864 |
| ORION,official,0,virtual,mIF(MIPHEI)<->RNA(virtual),emergent: virtual x virtual,True,109,0.041499999999999995,0.20489999999999994,0.3111,0.14158952296912397,0.07780000000000001 |
| ORION,official,0,virtual,mIF(MIPHEI)<->text(synthetic),emergent: virtual x virtual,True,109,0.049699999999999994,0.22369999999999998,0.3942,0.1536029963357139,0.0658 |
| ORION,official,0,virtual,H&E<->mIF(virtual),calibration: virtual replaces real,True,109,0.012499999999999997,0.1131,0.21309999999999996,0.08809810501017416,0.004 |
| ORION,official,0,virtual,mIF<->mIF(virtual),calibration: real vs virtual,False,109,0.04939999999999999,0.16029999999999997,0.2608,0.12560865592033077,0.054799999999999995 |
| ORION,official,0,virtual,mIF(virtual)<->RNA(virtual),emergent: virtual x virtual,True,109,0.0148,0.0637,0.13540000000000002,0.061838451610121366,0.0184 |
| ORION,official,0,virtual,mIF(virtual)<->text(synthetic),emergent: virtual x virtual,True,109,0.028899999999999995,0.11790000000000003,0.22200000000000003,0.09854026363981105,0.0228 |
| TCGA,patient 5-fold,0,real,H&E<->text,trained pair,False,1178,0.23370000000000005,0.5763000000000001,0.7175999999999998,0.3894693051829659,0.2404 |
| TCGA,patient 5-fold,0,virtual,text<->RNA(virtual),emergent: real x virtual,False,1178,0.062300000000000015,0.20179999999999995,0.3044,0.1470244787419844,0.0584 |
| TCGA,patient 5-fold,0,virtual,H&E<->RNA(virtual),virtual from this H&E,True,1178,0.10319999999999999,0.2874,0.40919999999999995,0.2041836497608466,0.15259999999999999 |
| TCGA,patient 5-fold,0,virtual,text<->mIF(MIPHEI),emergent: real x virtual,False,1178,0.0398,0.14830000000000002,0.25310000000000005,0.11461805206256848,0.04359999999999999 |
| TCGA,patient 5-fold,0,virtual,H&E<->mIF(MIPHEI),virtual from this H&E,True,1178,0.13329999999999997,0.33599999999999997,0.47790000000000005,0.2441885531177648,0.2058 |
| TCGA,patient 5-fold,0,virtual,RNA(virtual)<->mIF(MIPHEI),emergent: virtual x virtual,True,1178,0.0355,0.1283,0.21600000000000003,0.10213878188870297,0.041999999999999996 |
| TCGA,patient 5-fold,0,virtual,text<->mIF(virtual),emergent: real x virtual,False,1178,0.0178,0.0729,0.13349999999999995,0.06819011943937506,0.016 |
| TCGA,patient 5-fold,0,virtual,H&E<->mIF(virtual),virtual from this H&E,True,1178,0.019700000000000002,0.08280000000000001,0.1498,0.07248485522550586,0.0242 |
| TCGA,patient 5-fold,0,virtual,RNA(virtual)<->mIF(virtual),emergent: virtual x virtual,True,1178,0.011899999999999999,0.0553,0.10830000000000002,0.05645476498722207,0.017 |
| TCGA,patient 5-fold,0,virtual,text<->mIF(virtual) [qm],emergent: real x virtual,False,1178,0.012999999999999998,0.0655,0.1285,0.06270211922462574,0.0138 |
| TCGA,patient 5-fold,0,virtual,H&E<->mIF(virtual) [qm],virtual from this H&E,True,1178,0.024300000000000006,0.09300000000000001,0.1728,0.08058771498622942,0.032600000000000004 |
| TCGA,patient 5-fold,0,virtual,RNA(virtual)<->mIF(virtual) [qm],emergent: virtual x virtual,True,1178,0.011500000000000002,0.0657,0.12110000000000001,0.059312068857060474,0.011000000000000001 |
| TCGA (test images with GPT caption),patient 5-fold,0,real,H&E<->text,trained pair,False,165,0.22860000000000003,0.5634,0.6759999999999999,0.3819837973935888,0.23119999999999996 |
| TCGA (test images with GPT caption),patient 5-fold,0,virtual,H&E<->text(synthetic),calibration: virtual replaces real,True,165,0.1763,0.42539999999999994,0.5547000000000001,0.30052338641404347,0.1684 |
| TCGA (test images with GPT caption),patient 5-fold,0,virtual,text<->text(synthetic),calibration: real vs virtual,False,165,0.12890000000000001,0.30300000000000005,0.39660000000000006,0.22376100351266787,0.11239999999999999 |
| TCGA (test images with GPT caption),patient 5-fold,0,virtual,text<->RNA(virtual),emergent: real x virtual,False,165,0.0504,0.1917,0.31109999999999993,0.13920866218735278,0.04079999999999999 |
| TCGA (test images with GPT caption),patient 5-fold,0,virtual,text(synthetic)<->RNA(virtual),emergent: virtual x virtual,True,165,0.04239999999999999,0.1578,0.2798,0.12108961084240008,0.03780000000000001 |
| TCGA,patient 5-fold,1,real,H&E<->text,trained pair,False,1166,0.23620000000000005,0.5805,0.7236,0.3936450065324914,0.23620000000000005 |
| TCGA,patient 5-fold,1,virtual,text<->RNA(virtual),emergent: real x virtual,False,1166,0.0644,0.21789999999999998,0.3439,0.15749580330977145,0.0666 |
| TCGA,patient 5-fold,1,virtual,H&E<->RNA(virtual),virtual from this H&E,True,1166,0.1457,0.3787,0.5232999999999999,0.26726424493912226,0.2138 |
| TCGA,patient 5-fold,1,virtual,text<->mIF(MIPHEI),emergent: real x virtual,False,1166,0.0358,0.13449999999999998,0.2353,0.10540972333811864,0.033 |
| TCGA,patient 5-fold,1,virtual,H&E<->mIF(MIPHEI),virtual from this H&E,True,1166,0.146,0.33640000000000003,0.4581,0.2505773543633041,0.2206 |
| TCGA,patient 5-fold,1,virtual,RNA(virtual)<->mIF(MIPHEI),emergent: virtual x virtual,True,1166,0.036199999999999996,0.14029999999999998,0.2386,0.10850371318702644,0.04699999999999999 |
| TCGA,patient 5-fold,1,virtual,text<->mIF(virtual),emergent: real x virtual,False,1166,0.013500000000000002,0.064,0.1237,0.060336350369655074,0.0106 |
| TCGA,patient 5-fold,1,virtual,H&E<->mIF(virtual),virtual from this H&E,True,1166,0.0203,0.0901,0.16959999999999997,0.07704705492595913,0.0318 |
| TCGA,patient 5-fold,1,virtual,RNA(virtual)<->mIF(virtual),emergent: virtual x virtual,True,1166,0.0131,0.06129999999999999,0.1228,0.061034322940178735,0.0178 |
| TCGA,patient 5-fold,1,virtual,text<->mIF(virtual) [qm],emergent: real x virtual,False,1166,0.014499999999999999,0.0699,0.1334,0.06458462201458791,0.013800000000000002 |
| TCGA,patient 5-fold,1,virtual,H&E<->mIF(virtual) [qm],virtual from this H&E,True,1166,0.023999999999999994,0.09359999999999997,0.16740000000000005,0.07997399051223957,0.033 |
| TCGA,patient 5-fold,1,virtual,RNA(virtual)<->mIF(virtual) [qm],emergent: virtual x virtual,True,1166,0.0126,0.0625,0.11359999999999999,0.05869818378556602,0.011000000000000001 |
| TCGA (test images with GPT caption),patient 5-fold,1,real,H&E<->text,trained pair,False,172,0.1913,0.5251,0.6751999999999999,0.34362275258966135,0.2186 |
| TCGA (test images with GPT caption),patient 5-fold,1,virtual,H&E<->text(synthetic),calibration: virtual replaces real,True,172,0.14529999999999998,0.38010000000000005,0.54,0.26778251242632256,0.14160000000000003 |
| TCGA (test images with GPT caption),patient 5-fold,1,virtual,text<->text(synthetic),calibration: real vs virtual,False,172,0.10739999999999998,0.26550000000000007,0.3639,0.19786556595074578,0.09380000000000001 |
| TCGA (test images with GPT caption),patient 5-fold,1,virtual,text<->RNA(virtual),emergent: real x virtual,False,172,0.0562,0.1666,0.2772,0.1350349057868687,0.0376 |
| TCGA (test images with GPT caption),patient 5-fold,1,virtual,text(synthetic)<->RNA(virtual),emergent: virtual x virtual,True,172,0.056400000000000006,0.19799999999999998,0.32169999999999993,0.14207227115190152,0.0556 |
| TCGA,patient 5-fold,2,real,H&E<->text,trained pair,False,1173,0.24760000000000001,0.5939000000000001,0.7319999999999999,0.4042987039417932,0.2556 |
| TCGA,patient 5-fold,2,virtual,text<->RNA(virtual),emergent: real x virtual,False,1173,0.0506,0.19450000000000003,0.31110000000000004,0.1397552567705555,0.05279999999999999 |
| TCGA,patient 5-fold,2,virtual,H&E<->RNA(virtual),virtual from this H&E,True,1173,0.1159,0.3154,0.4402,0.22508723646228515,0.17799999999999996 |
| TCGA,patient 5-fold,2,virtual,text<->mIF(MIPHEI),emergent: real x virtual,False,1173,0.037399999999999996,0.15139999999999998,0.248,0.11287017749644024,0.0378 |
| TCGA,patient 5-fold,2,virtual,H&E<->mIF(MIPHEI),virtual from this H&E,True,1173,0.1409,0.34629999999999994,0.4729,0.25181283305065877,0.22419999999999998 |
| TCGA,patient 5-fold,2,virtual,RNA(virtual)<->mIF(MIPHEI),emergent: virtual x virtual,True,1173,0.0343,0.14120000000000002,0.23359999999999995,0.10453389005312103,0.038000000000000006 |
| TCGA,patient 5-fold,2,virtual,text<->mIF(virtual),emergent: real x virtual,False,1173,0.016800000000000002,0.07010000000000001,0.1483,0.06820827181328898,0.0132 |
| TCGA,patient 5-fold,2,virtual,H&E<->mIF(virtual),virtual from this H&E,True,1173,0.018600000000000002,0.09260000000000002,0.16659999999999997,0.07595992938011392,0.024 |
| TCGA,patient 5-fold,2,virtual,RNA(virtual)<->mIF(virtual),emergent: virtual x virtual,True,1173,0.016200000000000003,0.07319999999999999,0.1388,0.06690891215918104,0.0154 |
| TCGA,patient 5-fold,2,virtual,text<->mIF(virtual) [qm],emergent: real x virtual,False,1173,0.0152,0.0655,0.13020000000000004,0.06336745246621805,0.0138 |
| TCGA,patient 5-fold,2,virtual,H&E<->mIF(virtual) [qm],virtual from this H&E,True,1173,0.022499999999999996,0.09329999999999998,0.17720000000000002,0.0797407161889281,0.0242 |
| TCGA,patient 5-fold,2,virtual,RNA(virtual)<->mIF(virtual) [qm],emergent: virtual x virtual,True,1173,0.0129,0.0657,0.12660000000000002,0.060294659752748975,0.013999999999999999 |
| TCGA (test images with GPT caption),patient 5-fold,2,real,H&E<->text,trained pair,False,185,0.23840000000000006,0.5928999999999999,0.7169000000000001,0.39314517552418815,0.222 |
| TCGA (test images with GPT caption),patient 5-fold,2,virtual,H&E<->text(synthetic),calibration: virtual replaces real,True,185,0.1553,0.41840000000000005,0.5590999999999999,0.28736522844785556,0.18119999999999997 |
| TCGA (test images with GPT caption),patient 5-fold,2,virtual,text<->text(synthetic),calibration: real vs virtual,False,185,0.09049999999999998,0.27620000000000006,0.4079,0.19338048552714632,0.08280000000000001 |
| TCGA (test images with GPT caption),patient 5-fold,2,virtual,text<->RNA(virtual),emergent: real x virtual,False,185,0.0382,0.1722,0.2784,0.12457647574631432,0.031 |
| TCGA (test images with GPT caption),patient 5-fold,2,virtual,text(synthetic)<->RNA(virtual),emergent: virtual x virtual,True,185,0.0433,0.15350000000000003,0.2651,0.11983980674363867,0.04279999999999999 |
| TCGA,patient 5-fold,3,real,H&E<->text,trained pair,False,1182,0.21919999999999998,0.5899,0.7415,0.3858384147802911,0.247 |
| TCGA,patient 5-fold,3,virtual,text<->RNA(virtual),emergent: real x virtual,False,1182,0.059300000000000005,0.2088,0.3259,0.1508889614853315,0.06 |
| TCGA,patient 5-fold,3,virtual,H&E<->RNA(virtual),virtual from this H&E,True,1182,0.1208,0.3234,0.4522,0.2299075084516568,0.16620000000000001 |
| TCGA,patient 5-fold,3,virtual,text<->mIF(MIPHEI),emergent: real x virtual,False,1182,0.0288,0.1225,0.2076,0.09542309432903216,0.031400000000000004 |
| TCGA,patient 5-fold,3,virtual,H&E<->mIF(MIPHEI),virtual from this H&E,True,1182,0.13720000000000002,0.3340000000000001,0.45230000000000004,0.24396960256107875,0.2156 |
| TCGA,patient 5-fold,3,virtual,RNA(virtual)<->mIF(MIPHEI),emergent: virtual x virtual,True,1182,0.0368,0.1307,0.2116,0.10214192670849329,0.04300000000000001 |
| TCGA,patient 5-fold,3,virtual,text<->mIF(virtual),emergent: real x virtual,False,1182,0.0129,0.06509999999999999,0.1305,0.06209116814828087,0.012200000000000003 |
| TCGA,patient 5-fold,3,virtual,H&E<->mIF(virtual),virtual from this H&E,True,1182,0.0206,0.0811,0.1548,0.07409056661042332,0.026399999999999996 |
| TCGA,patient 5-fold,3,virtual,RNA(virtual)<->mIF(virtual),emergent: virtual x virtual,True,1182,0.017400000000000002,0.07339999999999999,0.1331,0.06684484859085153,0.017200000000000003 |
| TCGA,patient 5-fold,3,virtual,text<->mIF(virtual) [qm],emergent: real x virtual,False,1182,0.0179,0.0797,0.13879999999999998,0.06928593927323214,0.015600000000000001 |
| TCGA,patient 5-fold,3,virtual,H&E<->mIF(virtual) [qm],virtual from this H&E,True,1182,0.026099999999999998,0.09310000000000002,0.1763,0.08181961347876104,0.030600000000000006 |
| TCGA,patient 5-fold,3,virtual,RNA(virtual)<->mIF(virtual) [qm],emergent: virtual x virtual,True,1182,0.014500000000000002,0.0623,0.12279999999999999,0.061240317631575385,0.014199999999999999 |
| TCGA (test images with GPT caption),patient 5-fold,3,real,H&E<->text,trained pair,False,186,0.23670000000000005,0.5943,0.7317999999999999,0.3972013277881441,0.2278 |
| TCGA (test images with GPT caption),patient 5-fold,3,virtual,H&E<->text(synthetic),calibration: virtual replaces real,True,186,0.198,0.4851,0.6302,0.3352641629417341,0.21780000000000002 |
| TCGA (test images with GPT caption),patient 5-fold,3,virtual,text<->text(synthetic),calibration: real vs virtual,False,186,0.09939999999999999,0.34619999999999995,0.4735000000000001,0.22378995872090454,0.08499999999999998 |
| TCGA (test images with GPT caption),patient 5-fold,3,virtual,text<->RNA(virtual),emergent: real x virtual,False,186,0.05199999999999999,0.20509999999999998,0.33159999999999995,0.14466438553109703,0.06520000000000001 |
| TCGA (test images with GPT caption),patient 5-fold,3,virtual,text(synthetic)<->RNA(virtual),emergent: virtual x virtual,True,186,0.0655,0.20119999999999996,0.3179,0.15120058744887657,0.05920000000000001 |
| TCGA,patient 5-fold,4,real,H&E<->text,trained pair,False,1189,0.2482,0.5962000000000001,0.7338999999999999,0.4058764218599591,0.26299999999999996 |
| TCGA,patient 5-fold,4,virtual,text<->RNA(virtual),emergent: real x virtual,False,1189,0.04419999999999999,0.1855,0.3076,0.13139335623673704,0.0478 |
| TCGA,patient 5-fold,4,virtual,H&E<->RNA(virtual),virtual from this H&E,True,1189,0.10339999999999999,0.291,0.4129999999999999,0.20720917756631466,0.1534 |
| TCGA,patient 5-fold,4,virtual,text<->mIF(MIPHEI),emergent: real x virtual,False,1189,0.039400000000000004,0.1425,0.24109999999999998,0.10984418046520894,0.04200000000000001 |
| TCGA,patient 5-fold,4,virtual,H&E<->mIF(MIPHEI),virtual from this H&E,True,1189,0.1159,0.3081,0.43199999999999994,0.22189292943309127,0.2052 |
| TCGA,patient 5-fold,4,virtual,RNA(virtual)<->mIF(MIPHEI),emergent: virtual x virtual,True,1189,0.029399999999999996,0.1085,0.18169999999999997,0.08988240100713173,0.0332 |
| TCGA,patient 5-fold,4,virtual,text<->mIF(virtual),emergent: real x virtual,False,1189,0.013600000000000001,0.06920000000000001,0.131,0.06284412728325123,0.012400000000000001 |
| TCGA,patient 5-fold,4,virtual,H&E<->mIF(virtual),virtual from this H&E,True,1189,0.017,0.07790000000000001,0.1448,0.06927501658636277,0.018000000000000002 |
| TCGA,patient 5-fold,4,virtual,RNA(virtual)<->mIF(virtual),emergent: virtual x virtual,True,1189,0.0137,0.061399999999999996,0.11780000000000002,0.05963274964786687,0.0128 |
| TCGA,patient 5-fold,4,virtual,text<->mIF(virtual) [qm],emergent: real x virtual,False,1189,0.016700000000000003,0.0781,0.14590000000000003,0.06992271554720651,0.018600000000000002 |
| TCGA,patient 5-fold,4,virtual,H&E<->mIF(virtual) [qm],virtual from this H&E,True,1189,0.026799999999999994,0.1011,0.17259999999999998,0.08394624649975087,0.034800000000000005 |
| TCGA,patient 5-fold,4,virtual,RNA(virtual)<->mIF(virtual) [qm],emergent: virtual x virtual,True,1189,0.011800000000000001,0.0669,0.128,0.06055713585873932,0.008400000000000001 |
| TCGA (test images with GPT caption),patient 5-fold,4,real,H&E<->text,trained pair,False,213,0.198,0.5257000000000001,0.6775,0.34902292680698216,0.21400000000000005 |
| TCGA (test images with GPT caption),patient 5-fold,4,virtual,H&E<->text(synthetic),calibration: virtual replaces real,True,213,0.13399999999999998,0.3948,0.534,0.2651695504864937,0.1504 |
| TCGA (test images with GPT caption),patient 5-fold,4,virtual,text<->text(synthetic),calibration: real vs virtual,False,213,0.0775,0.27740000000000004,0.4089,0.1845773711058717,0.07120000000000001 |
| TCGA (test images with GPT caption),patient 5-fold,4,virtual,text<->RNA(virtual),emergent: real x virtual,False,213,0.036699999999999997,0.1602,0.2738,0.11652189751054882,0.04020000000000001 |
| TCGA (test images with GPT caption),patient 5-fold,4,virtual,text(synthetic)<->RNA(virtual),emergent: virtual x virtual,True,213,0.04769999999999999,0.17450000000000002,0.274,0.1295065294792329,0.052199999999999996 |
| "TCGA (test images WITHOUT real text, pooled folds)",patient 5-fold,pooled,virtual,H&E<->text(synthetic),virtual from this H&E,True,256,0.1502,0.4218999999999999,0.5573999999999999,0.28236926746510355,0.16040000000000001 |
| "TCGA (test images WITHOUT real text, pooled folds)",patient 5-fold,pooled,virtual,text(synthetic)<->RNA(virtual),emergent: virtual x virtual,True,256,0.0506,0.1725,0.2903,0.13067526731710483,0.054799999999999995 |
| "TCGA (test images WITHOUT real text, pooled folds)",patient 5-fold,pooled,virtual,text(synthetic)<->mIF(MIPHEI),emergent: virtual x virtual,True,256,0.035699999999999996,0.16820000000000002,0.29019999999999996,0.11972699777270072,0.0326 |
| |
