,,,R@1,R@1,R@10,R@10,pair_acc,pair_acc ,,,mean,std,mean,std,mean,std config,kind,pair,,,,,, S4,trained,H&E<->mIF (ORION),0.6748,0.0333,0.9843,0.0083,0.8992,0.0417 S4,trained,H&E<->RNA (HEST),0.155,0.0275,0.5593,0.1026,0.1822,0.0458 S4,trained,H&E<->text (TCGA),0.2364,0.0082,0.7292,0.0087,0.2446,0.0093 S4,emergent,mIF<->RNA(virtual) (ORION),0.1221,0.0074,0.5858,0.0205,0.1897,0.0169 S4,emergent,mIF<->text(synthetic) (ORION),0.0757,0.011,0.453,0.0275,0.0827,0.0158 S4,emergent,text<->RNA(virtual) (TCGA),0.0688,0.0035,0.3779,0.0213,0.0772,0.0046 S4,emergent,text<->mIF(MIPHEI) (TCGA),0.0377,0.0044,0.2479,0.0188,0.04,0.0051 J8,trained,H&E<->mIF (ORION),0.7762,0.0378,0.9885,0.0064,0.9348,0.0321 J8,trained,H&E<->RNA (HEST),0.1593,0.0316,0.5519,0.1044,0.184,0.0507 J8,trained,H&E<->text (TCGA),0.2375,0.0093,0.7243,0.0104,0.2396,0.0118 J8,emergent,mIF<->RNA(virtual) (ORION),0.1222,0.0092,0.5629,0.0193,0.1795,0.0153 J8,emergent,mIF<->text(synthetic) (ORION),0.0733,0.0105,0.42,0.0165,0.0768,0.0075 J8,emergent,text<->RNA(virtual) (TCGA),0.0646,0.0039,0.3638,0.012,0.0705,0.0036 J8,emergent,text<->mIF(MIPHEI) (TCGA),0.0347,0.0038,0.2277,0.0133,0.0362,0.0055 E,trained,H&E<->mIF (ORION),0.6748,0.0333,0.9843,0.0083,0.8992,0.0417 E,trained,H&E<->RNA (HEST),0.1921,0.0352,0.6129,0.1078,0.2463,0.0544 E,trained,H&E<->text (TCGA),0.2985,0.0085,0.808,0.0092,0.3244,0.0109 E,emergent,mIF<->RNA(virtual) (ORION),0.1414,0.0066,0.6565,0.0295,0.1943,0.0148 E,emergent,mIF<->text(synthetic) (ORION),0.0887,0.0081,0.4912,0.031,0.1043,0.0135 E,emergent,text<->RNA(virtual) (TCGA),0.0953,0.0055,0.4359,0.0159,0.1,0.0099 E,emergent,text<->mIF(MIPHEI) (TCGA),0.0465,0.0046,0.2707,0.014,0.0507,0.004 EJ-fused,trained,H&E<->mIF (ORION),0.7925,0.0405,0.9898,0.0066,0.9393,0.0362 EJ-fused,trained,H&E<->RNA (HEST),0.1777,0.0292,0.5711,0.0936,0.2056,0.0445 EJ-fused,trained,H&E<->text (TCGA),0.2922,0.014,0.7607,0.0178,0.3024,0.0192 EJ-fused,emergent,mIF<->RNA(virtual) (ORION),0.1184,0.0151,0.5428,0.0378,0.1423,0.0219 EJ-fused,emergent,mIF<->text(synthetic) (ORION),0.0799,0.0098,0.4314,0.0417,0.0827,0.0124 EJ-fused,emergent,text<->RNA(virtual) (TCGA),0.0595,0.0132,0.3071,0.0331,0.059,0.0134 EJ-fused,emergent,text<->mIF(MIPHEI) (TCGA),0.0351,0.0042,0.2223,0.0256,0.039,0.0048 EJ-each,trained,H&E<->mIF (ORION),0.7896,0.0407,0.9891,0.0071,0.9355,0.0383 EJ-each,trained,H&E<->RNA (HEST),0.2018,0.0342,0.6178,0.0985,0.2506,0.0553 EJ-each,trained,H&E<->text (TCGA),0.3035,0.0108,0.7887,0.0126,0.3215,0.0181 EJ-each,emergent,mIF<->RNA(virtual) (ORION),0.1282,0.0089,0.5867,0.0253,0.1657,0.0232 EJ-each,emergent,mIF<->text(synthetic) (ORION),0.0861,0.0132,0.4567,0.0325,0.0933,0.0157 EJ-each,emergent,text<->RNA(virtual) (TCGA),0.0858,0.0084,0.4057,0.017,0.0913,0.0129 EJ-each,emergent,text<->mIF(MIPHEI) (TCGA),0.0386,0.0062,0.2435,0.027,0.0418,0.0051 EJ-frz,trained,H&E<->mIF (ORION),0.7928,0.038,0.988,0.0057,0.936,0.0326 EJ-frz,trained,H&E<->RNA (HEST),0.2008,0.0332,0.6258,0.1014,0.2548,0.0552 EJ-frz,trained,H&E<->text (TCGA),0.3036,0.0065,0.7963,0.013,0.3203,0.0059 EJ-frz,emergent,mIF<->RNA(virtual) (ORION),0.1281,0.0116,0.6052,0.0467,0.1709,0.0275 EJ-frz,emergent,mIF<->text(synthetic) (ORION),0.0878,0.0107,0.4639,0.0316,0.0979,0.0125 EJ-frz,emergent,text<->RNA(virtual) (TCGA),0.0953,0.0055,0.4359,0.0159,0.1,0.0099 EJ-frz,emergent,text<->mIF(MIPHEI) (TCGA),0.0396,0.0058,0.2538,0.0163,0.045,0.0047