Download results/final_cv_summary.csv from Pathstudy/fourmodal-pathology-bind: direct link, hf CLI and curl.
- Browser
- Download file 4.59 kB
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https://huggingface.co/Pathstudy/fourmodal-pathology-bind/resolve/main/results/final_cv_summary.csv
- Command line
-
hf download hf://Pathstudy/fourmodal-pathology-bind/results/final_cv_summary.csv
-
curl -L -o final_cv_summary.csv https://huggingface.co/Pathstudy/fourmodal-pathology-bind/resolve/main/results/final_cv_summary.csv
4.59 kB
| ,,R@1,R@1,pair_acc,pair_acc | |
| ,,mean,std,mean,std | |
| rule,pair,,,, | |
| stage1,H&E<->mIF (ORION),0.6748,0.0333,0.8992,0.0417 | |
| stage1,H&E<->RNA (HEST),0.1921,0.0352,0.2463,0.0544 | |
| stage1,H&E<->text (TCGA),0.2985,0.0085,0.3244,0.0109 | |
| stage1,mIF<->RNA(virtual) (ORION),0.1414,0.0066,0.1943,0.0148 | |
| stage1,mIF<->text(synthetic) (ORION),0.0887,0.0081,0.1043,0.0135 | |
| stage1,text<->RNA(virtual) (TCGA),0.0953,0.0055,0.1,0.0099 | |
| stage1,text<->mIF(MIPHEI) (TCGA),0.0465,0.0046,0.0507,0.004 | |
| es,H&E<->mIF (ORION),0.7945,0.0403,0.9368,0.035 | |
| es,H&E<->RNA (HEST),0.2012,0.033,0.2528,0.0542 | |
| es,H&E<->text (TCGA),0.3087,0.0128,0.329,0.0186 | |
| es,mIF<->RNA(virtual) (ORION),0.1414,0.0066,0.1943,0.0148 | |
| es,mIF<->text(synthetic) (ORION),0.0887,0.0081,0.1043,0.0135 | |
| es,text<->RNA(virtual) (TCGA),0.0953,0.0055,0.1,0.0099 | |
| es,text<->mIF(MIPHEI) (TCGA),0.0465,0.0046,0.0507,0.004 | |
| last,H&E<->mIF (ORION),0.8016,0.0407,0.9386,0.0361 | |
| last,H&E<->RNA (HEST),0.2025,0.0325,0.2537,0.0534 | |
| last,H&E<->text (TCGA),0.3005,0.0106,0.3137,0.0125 | |
| last,mIF<->RNA(virtual) (ORION),0.1414,0.0066,0.1943,0.0148 | |
| last,mIF<->text(synthetic) (ORION),0.0887,0.0081,0.1043,0.0135 | |
| last,text<->RNA(virtual) (TCGA),0.0953,0.0055,0.1,0.0099 | |
| last,text<->mIF(MIPHEI) (TCGA),0.0465,0.0046,0.0507,0.004 | |
| ens-es,H&E<->mIF (ORION),0.801,0.0433,0.9419,0.0326 | |
| ens-es,H&E<->RNA (HEST),0.203,0.0335,0.2582,0.0526 | |
| ens-es,H&E<->text (TCGA),0.3232,0.0074,0.3475,0.0087 | |
| ens-es,mIF<->RNA(virtual) (ORION),0.1414,0.0066,0.1943,0.0148 | |
| ens-es,mIF<->text(synthetic) (ORION),0.0887,0.0081,0.1043,0.0135 | |
| ens-es,text<->RNA(virtual) (TCGA),0.0953,0.0055,0.1,0.0099 | |
| ens-es,text<->mIF(MIPHEI) (TCGA),0.0465,0.0046,0.0507,0.004 | |
| ens-last,H&E<->mIF (ORION),0.8068,0.0394,0.9411,0.0336 | |
| ens-last,H&E<->RNA (HEST),0.2041,0.0334,0.2551,0.0537 | |
| ens-last,H&E<->text (TCGA),0.3094,0.0088,0.3218,0.0119 | |
| ens-last,mIF<->RNA(virtual) (ORION),0.1414,0.0066,0.1943,0.0148 | |
| ens-last,mIF<->text(synthetic) (ORION),0.0887,0.0081,0.1043,0.0135 | |
| ens-last,text<->RNA(virtual) (TCGA),0.0953,0.0055,0.1,0.0099 | |
| ens-last,text<->mIF(MIPHEI) (TCGA),0.0465,0.0046,0.0507,0.004 | |
| es@seed0,H&E<->mIF (ORION),0.7945,0.0403,0.9368,0.035 | |
| es@seed0,H&E<->RNA (HEST),0.2012,0.033,0.2528,0.0542 | |
| es@seed0,H&E<->text (TCGA),0.3087,0.0128,0.329,0.0186 | |
| es@seed0,mIF<->RNA(virtual) (ORION),0.1414,0.0066,0.1943,0.0148 | |
| es@seed0,mIF<->text(synthetic) (ORION),0.0887,0.0081,0.1043,0.0135 | |
| es@seed0,text<->RNA(virtual) (TCGA),0.0953,0.0055,0.1,0.0099 | |
| es@seed0,text<->mIF(MIPHEI) (TCGA),0.0465,0.0046,0.0507,0.004 | |
| es@seed1,H&E<->mIF (ORION),0.7874,0.0419,0.9376,0.0338 | |
| es@seed1,H&E<->RNA (HEST),0.1999,0.0323,0.2558,0.0529 | |
| es@seed1,H&E<->text (TCGA),0.3208,0.0057,0.3473,0.0059 | |
| es@seed1,mIF<->RNA(virtual) (ORION),0.1414,0.0066,0.1943,0.0148 | |
| es@seed1,mIF<->text(synthetic) (ORION),0.0887,0.0081,0.1043,0.0135 | |
| es@seed1,text<->RNA(virtual) (TCGA),0.0953,0.0055,0.1,0.0099 | |
| es@seed1,text<->mIF(MIPHEI) (TCGA),0.0465,0.0046,0.0507,0.004 | |
| es@seed2,H&E<->mIF (ORION),0.7922,0.047,0.9402,0.0326 | |
| es@seed2,H&E<->RNA (HEST),0.2012,0.0329,0.2577,0.0543 | |
| es@seed2,H&E<->text (TCGA),0.3145,0.0159,0.3332,0.0207 | |
| es@seed2,mIF<->RNA(virtual) (ORION),0.1414,0.0066,0.1943,0.0148 | |
| es@seed2,mIF<->text(synthetic) (ORION),0.0887,0.0081,0.1043,0.0135 | |
| es@seed2,text<->RNA(virtual) (TCGA),0.0953,0.0055,0.1,0.0099 | |
| es@seed2,text<->mIF(MIPHEI) (TCGA),0.0465,0.0046,0.0507,0.004 | |
| last@seed0,H&E<->mIF (ORION),0.8016,0.0407,0.9386,0.0361 | |
| last@seed0,H&E<->RNA (HEST),0.2025,0.0325,0.2537,0.0534 | |
| last@seed0,H&E<->text (TCGA),0.3005,0.0106,0.3137,0.0125 | |
| last@seed0,mIF<->RNA(virtual) (ORION),0.1414,0.0066,0.1943,0.0148 | |
| last@seed0,mIF<->text(synthetic) (ORION),0.0887,0.0081,0.1043,0.0135 | |
| last@seed0,text<->RNA(virtual) (TCGA),0.0953,0.0055,0.1,0.0099 | |
| last@seed0,text<->mIF(MIPHEI) (TCGA),0.0465,0.0046,0.0507,0.004 | |
| last@seed1,H&E<->mIF (ORION),0.7999,0.0402,0.9382,0.0334 | |
| last@seed1,H&E<->RNA (HEST),0.2033,0.0339,0.2524,0.054 | |
| last@seed1,H&E<->text (TCGA),0.2995,0.0097,0.3154,0.0113 | |
| last@seed1,mIF<->RNA(virtual) (ORION),0.1414,0.0066,0.1943,0.0148 | |
| last@seed1,mIF<->text(synthetic) (ORION),0.0887,0.0081,0.1043,0.0135 | |
| last@seed1,text<->RNA(virtual) (TCGA),0.0953,0.0055,0.1,0.0099 | |
| last@seed1,text<->mIF(MIPHEI) (TCGA),0.0465,0.0046,0.0507,0.004 | |
| last@seed2,H&E<->mIF (ORION),0.8018,0.0408,0.9411,0.0323 | |
| last@seed2,H&E<->RNA (HEST),0.203,0.0346,0.2552,0.0573 | |
| last@seed2,H&E<->text (TCGA),0.3033,0.0089,0.3147,0.0118 | |
| last@seed2,mIF<->RNA(virtual) (ORION),0.1414,0.0066,0.1943,0.0148 | |
| last@seed2,mIF<->text(synthetic) (ORION),0.0887,0.0081,0.1043,0.0135 | |
| last@seed2,text<->RNA(virtual) (TCGA),0.0953,0.0055,0.1,0.0099 | |
| last@seed2,text<->mIF(MIPHEI) (TCGA),0.0465,0.0046,0.0507,0.004 | |