| ,,,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),0.6766,0.0348,0.9842,0.0079,0.8994,0.04 |
| 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),0.1241,0.0064,0.5855,0.0184,0.1909,0.014 |
| S4,emergent,mIF<->text(synthetic) (ORION),0.077,0.0106,0.4526,0.0276,0.0848,0.0131 |
| S4,emergent,text<->RNA(virtual) (TCGA),0.0688,0.0035,0.3779,0.0213,0.0772,0.0046 |
| S4,emergent,text<->mIF(MIPHEI) (TCGA),0.0377,0.0047,0.2474,0.0142,0.0384,0.004 |
| S4,external,H&E<->RNA (DLPFC),0.0091,0.0022,0.1083,0.0112,0.0133,0.0036 |
| S4,external,RNA<->text(synthetic) (DLPFC),0.0124,0.0018,0.1121,0.0059,0.0112,0.0017 |
| S4,external,RNA<->mIF(MIPHEI) (DLPFC),0.0105,0.0026,0.0973,0.0119,0.0092,0.0038 |
| single,trained,H&E<->mIF (ORION),0.6766,0.0348,0.9842,0.0079,0.8994,0.04 |
| single,trained,H&E<->RNA (HEST),0.1688,0.0331,0.5775,0.0946,0.2052,0.0443 |
| single,trained,H&E<->text (TCGA),0.2778,0.0106,0.7843,0.0116,0.2966,0.0116 |
| single,emergent,mIF<->RNA(virtual) (ORION),0.0944,0.0067,0.4923,0.0222,0.113,0.0109 |
| single,emergent,mIF<->text(synthetic) (ORION),0.0768,0.0055,0.4334,0.0255,0.08,0.0094 |
| single,emergent,text<->RNA(virtual) (TCGA),0.0518,0.0056,0.2829,0.0196,0.0492,0.0055 |
| single,emergent,text<->mIF(MIPHEI) (TCGA),0.0413,0.0058,0.2447,0.0128,0.0428,0.0042 |
| single,external,H&E<->RNA (DLPFC),0.0098,0.0028,0.0979,0.0042,0.0071,0.0014 |
| single,external,RNA<->text(synthetic) (DLPFC),0.0103,0.0017,0.1041,0.0073,0.0091,0.0015 |
| single,external,RNA<->mIF(MIPHEI) (DLPFC),0.0084,0.0021,0.0899,0.0074,0.0085,0.0021 |
| ens-small,trained,H&E<->mIF (ORION),0.6766,0.0348,0.9842,0.0079,0.8994,0.04 |
| ens-small,trained,H&E<->RNA (HEST),0.1921,0.0352,0.6129,0.1078,0.2463,0.0544 |
| ens-small,trained,H&E<->text (TCGA),0.2985,0.0085,0.808,0.0092,0.3244,0.0109 |
| ens-small,emergent,mIF<->RNA(virtual) (ORION),0.1422,0.0065,0.655,0.0315,0.1978,0.0179 |
| ens-small,emergent,mIF<->text(synthetic) (ORION),0.0908,0.0075,0.4921,0.0338,0.1041,0.0126 |
| ens-small,emergent,text<->RNA(virtual) (TCGA),0.0953,0.0055,0.4359,0.0159,0.1,0.0099 |
| ens-small,emergent,text<->mIF(MIPHEI) (TCGA),0.0472,0.0041,0.2716,0.0108,0.0512,0.0036 |
| ens-small,external,H&E<->RNA (DLPFC),0.0119,0.0018,0.1124,0.0068,0.0118,0.0032 |
| ens-small,external,RNA<->text(synthetic) (DLPFC),0.015,0.0027,0.1258,0.0039,0.0146,0.0025 |
| ens-small,external,RNA<->mIF(MIPHEI) (DLPFC),0.0086,0.0014,0.0948,0.0052,0.01,0.0041 |
| ens-large,trained,H&E<->mIF (ORION),0.6766,0.0348,0.9842,0.0079,0.8994,0.04 |
| ens-large,trained,H&E<->RNA (HEST),0.1991,0.0358,0.6297,0.1045,0.2632,0.0568 |
| ens-large,trained,H&E<->text (TCGA),0.3032,0.0117,0.8104,0.0111,0.3304,0.0129 |
| ens-large,emergent,mIF<->RNA(virtual) (ORION),0.1484,0.0089,0.6769,0.0397,0.2124,0.0216 |
| ens-large,emergent,mIF<->text(synthetic) (ORION),0.0884,0.0074,0.4784,0.0279,0.1054,0.0117 |
| ens-large,emergent,text<->RNA(virtual) (TCGA),0.0975,0.0038,0.4393,0.0128,0.1039,0.0114 |
| ens-large,emergent,text<->mIF(MIPHEI) (TCGA),0.0468,0.0044,0.2703,0.0086,0.0484,0.0016 |
| ens-large,external,H&E<->RNA (DLPFC),0.0119,0.0026,0.107,0.0074,0.0121,0.0028 |
| ens-large,external,RNA<->text(synthetic) (DLPFC),0.0107,0.0007,0.1212,0.0147,0.0129,0.0018 |
| ens-large,external,RNA<->mIF(MIPHEI) (DLPFC),0.0058,0.0006,0.086,0.0055,0.0084,0.0018 |
|
|
