| 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,692,0.0779,0.28819999999999996,0.4547,0.19501124781057969,0.07680000000000001 |
| 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,692,0.0799,0.2643000000000001,0.44260000000000005,0.19017449591552052,0.09999999999999998 |
| ORION,patient 5-fold,0,virtual,RNA(virtual)<->text(synthetic),emergent: virtual x virtual,True,692,0.0384,0.1641,0.2939,0.1233757303081582,0.0652 |
| 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,692,0.077,0.2986,0.47160000000000013,0.19875039080398516,0.0836 |
| 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,692,0.0486,0.19210000000000002,0.3134,0.13910458265347558,0.057399999999999986 |
| 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,692,0.0278,0.11469999999999998,0.2071,0.0952550679128137,0.0222 |
| 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,692,0.030600000000000002,0.12120000000000003,0.21590000000000004,0.09830596874371275,0.029000000000000005 |
| 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,545,0.0678,0.24979999999999997,0.4082,0.17303848219102122,0.0694 |
| 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,545,0.0805,0.2622,0.42589999999999995,0.1884290440029178,0.10760000000000002 |
| ORION,patient 5-fold,1,virtual,RNA(virtual)<->text(synthetic),emergent: virtual x virtual,True,545,0.054299999999999994,0.2262,0.3881,0.15765652968491253,0.0642 |
| 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,545,0.0577,0.2455,0.40309999999999996,0.1656146402125044,0.068 |
| 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,545,0.0377,0.147,0.2499,0.11125445449535297,0.0462 |
| 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,545,0.022099999999999995,0.09409999999999999,0.16519999999999999,0.07862525380068933,0.0256 |
| 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,545,0.016300000000000002,0.09600000000000002,0.18639999999999998,0.0779687315571468,0.025400000000000006 |
| 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,547,0.0741,0.27080000000000004,0.415,0.18401313674674394,0.0644 |
| 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,547,0.0688,0.2817,0.45720000000000005,0.18801234213638884,0.0848 |
| ORION,patient 5-fold,2,virtual,RNA(virtual)<->text(synthetic),emergent: virtual x virtual,True,547,0.039900000000000005,0.18710000000000002,0.3224,0.13182545957545824,0.0438 |
| 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,547,0.0693,0.27730000000000005,0.42369999999999997,0.18225644163891933,0.06699999999999999 |
| 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,547,0.05249999999999999,0.21100000000000002,0.34730000000000005,0.14894403571870726,0.0562 |
| 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,547,0.022000000000000002,0.09609999999999999,0.17459999999999998,0.08218021286308852,0.024400000000000005 |
| 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,547,0.015600000000000001,0.07930000000000001,0.1581,0.07186232879796493,0.0134 |
| 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,704,0.0721,0.2791,0.4473000000000001,0.18715235769953864,0.0692 |
| 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,704,0.0673,0.25809999999999994,0.41470000000000007,0.17545742413991966,0.11900000000000001 |
| ORION,patient 5-fold,3,virtual,RNA(virtual)<->text(synthetic),emergent: virtual x virtual,True,704,0.047200000000000006,0.1809,0.3154,0.13498101986010203,0.05719999999999999 |
| 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,704,0.07909999999999999,0.2822,0.4468000000000001,0.19361776337627717,0.081 |
| 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,704,0.05500000000000001,0.22450000000000003,0.35409999999999997,0.15417834303111433,0.061599999999999995 |
| 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,704,0.022100000000000005,0.09970000000000001,0.19200000000000003,0.0850839034452189,0.028200000000000003 |
| 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,704,0.024199999999999996,0.09690000000000001,0.18100000000000002,0.08389713227907317,0.0134 |
| 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,699,0.07959999999999999,0.2841,0.4448,0.19171941043462506,0.0748 |
| 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,699,0.0781,0.2928,0.4548,0.19443929521268072,0.09479999999999998 |
| ORION,patient 5-fold,4,virtual,RNA(virtual)<->text(synthetic),emergent: virtual x virtual,True,699,0.0542,0.23419999999999994,0.3932,0.1580584598838508,0.0614 |
| 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,699,0.0861,0.29359999999999997,0.4604,0.19918475692575158,0.08539999999999998 |
| 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,699,0.052399999999999995,0.18539999999999995,0.30330000000000007,0.13823131272195494,0.069 |
| 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,699,0.026399999999999996,0.11969999999999999,0.20930000000000004,0.09456535087773979,0.025200000000000004 |
| 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,699,0.0253,0.09449999999999999,0.1663,0.0818587775927606,0.0222 |
| 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,109,0.0746,0.2898,0.4402000000000001,0.1848370662732433,0.0968 |
| 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,109,0.07819999999999999,0.24320000000000003,0.42419999999999997,0.18334407817458337,0.0778 |
| ORION,official,0,virtual,RNA(virtual)<->text(synthetic),emergent: virtual x virtual,True,109,0.057,0.20290000000000002,0.3149,0.1422231043302902,0.0628 |
| 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,109,0.042199999999999994,0.26600000000000007,0.4151,0.1593591919553511,0.0724 |
| 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,109,0.04970000000000001,0.21579999999999994,0.3960000000000001,0.15400995854648925,0.05079999999999999 |
| 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,109,0.032799999999999996,0.11130000000000001,0.23600000000000002,0.10310922280122266,0.025 |
| TCGA,patient 5-fold,0,real,H&E<->text,trained pair,False,1229,0.23449999999999996,0.5748,0.7031999999999998,0.38795432586529116,0.24239999999999998 |
| TCGA,patient 5-fold,0,virtual,text<->RNA(virtual),emergent: real x virtual,False,1229,0.05490000000000002,0.20170000000000002,0.31210000000000004,0.14326768459761502,0.05739999999999999 |
| TCGA,patient 5-fold,0,virtual,H&E<->RNA(virtual),virtual from this H&E,True,1229,0.10319999999999999,0.2842,0.4053999999999999,0.20374542109001395,0.15259999999999999 |
| TCGA,patient 5-fold,0,virtual,text<->mIF(MIPHEI),emergent: real x virtual,False,1229,0.0375,0.15580000000000002,0.26289999999999997,0.11492221716950506,0.040600000000000004 |
| TCGA,patient 5-fold,0,virtual,H&E<->mIF(MIPHEI),virtual from this H&E,True,1229,0.12869999999999998,0.32199999999999995,0.4592,0.2357414975250606,0.19500000000000003 |
| TCGA,patient 5-fold,0,virtual,RNA(virtual)<->mIF(MIPHEI),emergent: virtual x virtual,True,1229,0.0346,0.126,0.21400000000000002,0.10089538335452489,0.0432 |
| TCGA,patient 5-fold,0,virtual,text<->mIF(virtual),emergent: real x virtual,False,1229,0.018000000000000002,0.0779,0.14150000000000001,0.06902354557757323,0.019799999999999998 |
| TCGA,patient 5-fold,0,virtual,H&E<->mIF(virtual),virtual from this H&E,True,1229,0.020599999999999997,0.0814,0.14959999999999998,0.07378113377555418,0.023600000000000003 |
| TCGA,patient 5-fold,0,virtual,RNA(virtual)<->mIF(virtual),emergent: virtual x virtual,True,1229,0.0119,0.0529,0.10669999999999998,0.05538029423294621,0.012199999999999999 |
| TCGA,patient 5-fold,0,virtual,text<->mIF(virtual) [qm],emergent: real x virtual,False,1229,0.014000000000000002,0.07189999999999999,0.1402,0.06443423679957343,0.012999999999999998 |
| TCGA,patient 5-fold,0,virtual,H&E<->mIF(virtual) [qm],virtual from this H&E,True,1229,0.023099999999999996,0.09440000000000001,0.1744,0.07930318577077582,0.03440000000000001 |
| TCGA,patient 5-fold,0,virtual,RNA(virtual)<->mIF(virtual) [qm],emergent: virtual x virtual,True,1229,0.012400000000000001,0.06760000000000001,0.12510000000000002,0.06087724762834387,0.011600000000000001 |
| TCGA (test images with GPT caption),patient 5-fold,0,real,H&E<->text,trained pair,False,179,0.2152,0.5391,0.6602,0.36438706602022136,0.221 |
| TCGA (test images with GPT caption),patient 5-fold,0,virtual,H&E<->text(synthetic),calibration: virtual replaces real,True,179,0.17889999999999998,0.41790000000000005,0.5563999999999999,0.3014557427086594,0.17660000000000003 |
| TCGA (test images with GPT caption),patient 5-fold,0,virtual,text<->text(synthetic),calibration: real vs virtual,False,179,0.11460000000000001,0.3039,0.4086,0.21503700145642113,0.10800000000000001 |
| TCGA (test images with GPT caption),patient 5-fold,0,virtual,text<->RNA(virtual),emergent: real x virtual,False,179,0.048100000000000004,0.19600000000000006,0.3007,0.13744621116768962,0.044599999999999994 |
| TCGA (test images with GPT caption),patient 5-fold,0,virtual,text(synthetic)<->RNA(virtual),emergent: virtual x virtual,True,179,0.04450000000000001,0.1543,0.2848,0.12115043879306957,0.0406 |
| TCGA,patient 5-fold,1,real,H&E<->text,trained pair,False,1229,0.22599999999999998,0.5451999999999999,0.6757000000000001,0.37407083715706885,0.22459999999999997 |
| TCGA,patient 5-fold,1,virtual,text<->RNA(virtual),emergent: real x virtual,False,1229,0.0656,0.2245,0.3424999999999999,0.15913200963228574,0.0704 |
| TCGA,patient 5-fold,1,virtual,H&E<->RNA(virtual),virtual from this H&E,True,1229,0.14450000000000002,0.37620000000000003,0.5239,0.2660805883677348,0.213 |
| TCGA,patient 5-fold,1,virtual,text<->mIF(MIPHEI),emergent: real x virtual,False,1229,0.0329,0.1277,0.22230000000000005,0.1008509466871147,0.029800000000000004 |
| TCGA,patient 5-fold,1,virtual,H&E<->mIF(MIPHEI),virtual from this H&E,True,1229,0.1427,0.33640000000000003,0.45589999999999997,0.24786437276159162,0.21139999999999998 |
| TCGA,patient 5-fold,1,virtual,RNA(virtual)<->mIF(MIPHEI),emergent: virtual x virtual,True,1229,0.0415,0.1501,0.2459,0.11427556782214814,0.0416 |
| TCGA,patient 5-fold,1,virtual,text<->mIF(virtual),emergent: real x virtual,False,1229,0.0111,0.06250000000000001,0.12290000000000001,0.05900441591120322,0.0094 |
| TCGA,patient 5-fold,1,virtual,H&E<->mIF(virtual),virtual from this H&E,True,1229,0.0196,0.09469999999999999,0.16939999999999997,0.07697606446544249,0.0276 |
| TCGA,patient 5-fold,1,virtual,RNA(virtual)<->mIF(virtual),emergent: virtual x virtual,True,1229,0.0143,0.0702,0.1241,0.06362501230752846,0.011800000000000001 |
| TCGA,patient 5-fold,1,virtual,text<->mIF(virtual) [qm],emergent: real x virtual,False,1229,0.0146,0.06830000000000001,0.12610000000000002,0.06270114905920629,0.016200000000000003 |
| TCGA,patient 5-fold,1,virtual,H&E<->mIF(virtual) [qm],virtual from this H&E,True,1229,0.024599999999999997,0.09729999999999998,0.17160000000000003,0.08152280403750002,0.0346 |
| TCGA,patient 5-fold,1,virtual,RNA(virtual)<->mIF(virtual) [qm],emergent: virtual x virtual,True,1229,0.0131,0.06020000000000001,0.11290000000000001,0.05807092802166973,0.014400000000000001 |
| TCGA (test images with GPT caption),patient 5-fold,1,real,H&E<->text,trained pair,False,188,0.16990000000000002,0.4763,0.6265000000000001,0.3172970650902949,0.1848 |
| TCGA (test images with GPT caption),patient 5-fold,1,virtual,H&E<->text(synthetic),calibration: virtual replaces real,True,188,0.1561,0.36019999999999996,0.5191,0.2690310359408546,0.1404 |
| TCGA (test images with GPT caption),patient 5-fold,1,virtual,text<->text(synthetic),calibration: real vs virtual,False,188,0.08689999999999999,0.23379999999999998,0.3293,0.1706548029532442,0.0828 |
| TCGA (test images with GPT caption),patient 5-fold,1,virtual,text<->RNA(virtual),emergent: real x virtual,False,188,0.04829999999999999,0.1748,0.28359999999999996,0.1317213251815182,0.037000000000000005 |
| TCGA (test images with GPT caption),patient 5-fold,1,virtual,text(synthetic)<->RNA(virtual),emergent: virtual x virtual,True,188,0.05719999999999999,0.20369999999999996,0.31789999999999996,0.14609123035986707,0.06239999999999999 |
| TCGA,patient 5-fold,2,real,H&E<->text,trained pair,False,1229,0.2437,0.5768000000000001,0.7067999999999999,0.39627217469287457,0.2532 |
| TCGA,patient 5-fold,2,virtual,text<->RNA(virtual),emergent: real x virtual,False,1229,0.04839999999999999,0.1874,0.3066,0.1355685619768702,0.048999999999999995 |
| TCGA,patient 5-fold,2,virtual,H&E<->RNA(virtual),virtual from this H&E,True,1229,0.11810000000000002,0.3153,0.44269999999999987,0.2262004853489617,0.1708 |
| TCGA,patient 5-fold,2,virtual,text<->mIF(MIPHEI),emergent: real x virtual,False,1229,0.031799999999999995,0.1454,0.24710000000000001,0.10711781574664272,0.0388 |
| TCGA,patient 5-fold,2,virtual,H&E<->mIF(MIPHEI),virtual from this H&E,True,1229,0.1463,0.35400000000000004,0.4836,0.25790867488481567,0.2428 |
| TCGA,patient 5-fold,2,virtual,RNA(virtual)<->mIF(MIPHEI),emergent: virtual x virtual,True,1229,0.0338,0.13889999999999997,0.2359,0.10488287259793991,0.0382 |
| TCGA,patient 5-fold,2,virtual,text<->mIF(virtual),emergent: real x virtual,False,1229,0.014499999999999999,0.07150000000000001,0.1417,0.0653957413163075,0.013000000000000001 |
| TCGA,patient 5-fold,2,virtual,H&E<->mIF(virtual),virtual from this H&E,True,1229,0.0199,0.09710000000000002,0.17420000000000002,0.07824771290943608,0.0278 |
| TCGA,patient 5-fold,2,virtual,RNA(virtual)<->mIF(virtual),emergent: virtual x virtual,True,1229,0.0164,0.07400000000000001,0.1401,0.06704198860407834,0.016800000000000002 |
| TCGA,patient 5-fold,2,virtual,text<->mIF(virtual) [qm],emergent: real x virtual,False,1229,0.013900000000000001,0.067,0.1353,0.06287441976290098,0.0152 |
| TCGA,patient 5-fold,2,virtual,H&E<->mIF(virtual) [qm],virtual from this H&E,True,1229,0.024399999999999995,0.09570000000000002,0.17679999999999998,0.08234482037227826,0.028200000000000003 |
| TCGA,patient 5-fold,2,virtual,RNA(virtual)<->mIF(virtual) [qm],emergent: virtual x virtual,True,1229,0.011899999999999999,0.066,0.1259,0.05963605367413485,0.014199999999999999 |
| TCGA (test images with GPT caption),patient 5-fold,2,real,H&E<->text,trained pair,False,208,0.2017,0.5218,0.6611999999999999,0.3442578804783507,0.17459999999999998 |
| TCGA (test images with GPT caption),patient 5-fold,2,virtual,H&E<->text(synthetic),calibration: virtual replaces real,True,208,0.15500000000000003,0.43799999999999994,0.5706000000000001,0.2931504413822399,0.1974 |
| TCGA (test images with GPT caption),patient 5-fold,2,virtual,text<->text(synthetic),calibration: real vs virtual,False,208,0.0818,0.252,0.37329999999999997,0.17778227087626636,0.07500000000000001 |
| TCGA (test images with GPT caption),patient 5-fold,2,virtual,text<->RNA(virtual),emergent: real x virtual,False,208,0.0378,0.1502,0.2523,0.11591193027328782,0.0296 |
| TCGA (test images with GPT caption),patient 5-fold,2,virtual,text(synthetic)<->RNA(virtual),emergent: virtual x virtual,True,208,0.04650000000000001,0.158,0.28059999999999996,0.12467546786523698,0.0462 |
| TCGA,patient 5-fold,3,real,H&E<->text,trained pair,False,1229,0.2152,0.5738,0.7159,0.37696823291233245,0.2414 |
| TCGA,patient 5-fold,3,virtual,text<->RNA(virtual),emergent: real x virtual,False,1229,0.06169999999999999,0.212,0.33240000000000003,0.153592971285509,0.06559999999999999 |
| TCGA,patient 5-fold,3,virtual,H&E<->RNA(virtual),virtual from this H&E,True,1229,0.12399999999999999,0.3273,0.4489000000000001,0.23236026287714598,0.17520000000000002 |
| TCGA,patient 5-fold,3,virtual,text<->mIF(MIPHEI),emergent: real x virtual,False,1229,0.028999999999999995,0.11259999999999999,0.19640000000000002,0.09247861000479622,0.03540000000000001 |
| TCGA,patient 5-fold,3,virtual,H&E<->mIF(MIPHEI),virtual from this H&E,True,1229,0.1354,0.3334000000000001,0.4524999999999999,0.2425818584996196,0.21780000000000005 |
| TCGA,patient 5-fold,3,virtual,RNA(virtual)<->mIF(MIPHEI),emergent: virtual x virtual,True,1229,0.0357,0.12629999999999997,0.20999999999999996,0.10143994891191205,0.04279999999999999 |
| TCGA,patient 5-fold,3,virtual,text<->mIF(virtual),emergent: real x virtual,False,1229,0.0141,0.0645,0.124,0.0612786646841642,0.012000000000000002 |
| TCGA,patient 5-fold,3,virtual,H&E<->mIF(virtual),virtual from this H&E,True,1229,0.0197,0.08109999999999999,0.1468,0.07184575119236673,0.023400000000000004 |
| TCGA,patient 5-fold,3,virtual,RNA(virtual)<->mIF(virtual),emergent: virtual x virtual,True,1229,0.016,0.0687,0.12719999999999998,0.06394918050892211,0.017400000000000002 |
| TCGA,patient 5-fold,3,virtual,text<->mIF(virtual) [qm],emergent: real x virtual,False,1229,0.0175,0.0784,0.1426,0.06905327557923945,0.018000000000000002 |
| TCGA,patient 5-fold,3,virtual,H&E<->mIF(virtual) [qm],virtual from this H&E,True,1229,0.0251,0.09789999999999999,0.17840000000000003,0.08257177018635341,0.027000000000000003 |
| TCGA,patient 5-fold,3,virtual,RNA(virtual)<->mIF(virtual) [qm],emergent: virtual x virtual,True,1229,0.011700000000000002,0.059300000000000005,0.1155,0.05831378514232887,0.013600000000000003 |
| TCGA (test images with GPT caption),patient 5-fold,3,real,H&E<->text,trained pair,False,201,0.21389999999999998,0.5581999999999999,0.6798000000000001,0.3675916061009354,0.23740000000000006 |
| TCGA (test images with GPT caption),patient 5-fold,3,virtual,H&E<->text(synthetic),calibration: virtual replaces real,True,201,0.1956,0.4752000000000001,0.6274,0.33375765071949315,0.23739999999999994 |
| TCGA (test images with GPT caption),patient 5-fold,3,virtual,text<->text(synthetic),calibration: real vs virtual,False,201,0.09920000000000001,0.3192,0.4517,0.21273588681605068,0.08479999999999999 |
| TCGA (test images with GPT caption),patient 5-fold,3,virtual,text<->RNA(virtual),emergent: real x virtual,False,201,0.055999999999999994,0.21100000000000005,0.3222,0.14867727354584342,0.06740000000000002 |
| TCGA (test images with GPT caption),patient 5-fold,3,virtual,text(synthetic)<->RNA(virtual),emergent: virtual x virtual,True,201,0.07610000000000001,0.20929999999999999,0.3168,0.1606052634469484,0.0548 |
| TCGA,patient 5-fold,4,real,H&E<->text,trained pair,False,1228,0.22600000000000006,0.5579,0.6970000000000001,0.37915835924358343,0.229 |
| TCGA,patient 5-fold,4,virtual,text<->RNA(virtual),emergent: real x virtual,False,1228,0.045,0.1745,0.2952,0.12882702389092288,0.0492 |
| TCGA,patient 5-fold,4,virtual,H&E<->RNA(virtual),virtual from this H&E,True,1228,0.10850000000000001,0.28870000000000007,0.41589999999999994,0.20993707023745423,0.166 |
| TCGA,patient 5-fold,4,virtual,text<->mIF(MIPHEI),emergent: real x virtual,False,1228,0.035699999999999996,0.12869999999999998,0.2268,0.10438310357081809,0.037000000000000005 |
| TCGA,patient 5-fold,4,virtual,H&E<->mIF(MIPHEI),virtual from this H&E,True,1228,0.1099,0.30360000000000004,0.42540000000000006,0.21690162024793674,0.1968 |
| TCGA,patient 5-fold,4,virtual,RNA(virtual)<->mIF(MIPHEI),emergent: virtual x virtual,True,1228,0.03149999999999999,0.11410000000000001,0.18620000000000003,0.0922783830310373,0.0342 |
| TCGA,patient 5-fold,4,virtual,text<->mIF(virtual),emergent: real x virtual,False,1228,0.015100000000000002,0.0676,0.13340000000000005,0.06412555960694429,0.0144 |
| TCGA,patient 5-fold,4,virtual,H&E<->mIF(virtual),virtual from this H&E,True,1228,0.0181,0.0727,0.1432,0.06913772450568004,0.018600000000000002 |
| TCGA,patient 5-fold,4,virtual,RNA(virtual)<->mIF(virtual),emergent: virtual x virtual,True,1228,0.0144,0.0642,0.12489999999999998,0.062095182682462065,0.014199999999999999 |
| TCGA,patient 5-fold,4,virtual,text<->mIF(virtual) [qm],emergent: real x virtual,False,1228,0.0184,0.0765,0.1435,0.07004296076317564,0.0176 |
| TCGA,patient 5-fold,4,virtual,H&E<->mIF(virtual) [qm],virtual from this H&E,True,1228,0.026699999999999998,0.0998,0.16819999999999996,0.08269237318226288,0.0304 |
| TCGA,patient 5-fold,4,virtual,RNA(virtual)<->mIF(virtual) [qm],emergent: virtual x virtual,True,1228,0.013900000000000001,0.0742,0.13790000000000002,0.06443245360337652,0.013600000000000001 |
| TCGA (test images with GPT caption),patient 5-fold,4,real,H&E<->text,trained pair,False,224,0.18669999999999998,0.5048,0.6530000000000001,0.3313582154656763,0.19399999999999998 |
| TCGA (test images with GPT caption),patient 5-fold,4,virtual,H&E<->text(synthetic),calibration: virtual replaces real,True,224,0.1439,0.41650000000000015,0.5473,0.27890170256579955,0.1472 |
| TCGA (test images with GPT caption),patient 5-fold,4,virtual,text<->text(synthetic),calibration: real vs virtual,False,224,0.08509999999999998,0.2643,0.3951,0.18649486887009112,0.067 |
| TCGA (test images with GPT caption),patient 5-fold,4,virtual,text<->RNA(virtual),emergent: real x virtual,False,224,0.0361,0.1519,0.2561,0.11393089307538913,0.04279999999999999 |
| TCGA (test images with GPT caption),patient 5-fold,4,virtual,text(synthetic)<->RNA(virtual),emergent: virtual x virtual,True,224,0.05530000000000001,0.17809999999999998,0.2946,0.1348638904719133,0.0496 |
| |
