Download results/gene_retrieval_fm.csv from Pathstudy/fourmodal-pathology-bind: direct link, hf CLI and curl.
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- Download file 6.86 kB
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https://huggingface.co/Pathstudy/fourmodal-pathology-bind/resolve/main/results/gene_retrieval_fm.csv
- Command line
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hf download hf://Pathstudy/fourmodal-pathology-bind/results/gene_retrieval_fm.csv
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curl -L -o gene_retrieval_fm.csv https://huggingface.co/Pathstudy/fourmodal-pathology-bind/resolve/main/results/gene_retrieval_fm.csv
6.86 kB
| anchor,gene_enc,fold,dir,val_r1,R@1,R@5,R@10,MRR,pair_acc,N,R@1_g100 | |
| uni2,fm:scgpt,0,he->gene,0.044871795922517776,0.01529535864978903,0.052742616033755275,0.09546413502109705,0.046349755135461114,0.015822784810126583,1896,0.14100000000000001 | |
| uni2,fm:scgpt,0,gene->he,0.044871795922517776,0.006856540084388186,0.049578059071729956,0.08966244725738397,0.038405194319296745,0.015822784810126583,1896,0.1254 | |
| uni2,fm:scgpt,1,he->gene,0.026104417629539967,0.018459915611814346,0.06856540084388185,0.12658227848101267,0.0553146251278918,0.027426160337552744,1896,0.1686 | |
| uni2,fm:scgpt,1,gene->he,0.026104417629539967,0.015822784810126583,0.0680379746835443,0.11761603375527427,0.051320863641759626,0.027426160337552744,1896,0.1502 | |
| uni2,fm:scgpt,2,he->gene,0.08585858717560768,0.012658227848101266,0.0469409282700422,0.08702531645569621,0.039015521882164915,0.011603375527426161,1896,0.1127 | |
| uni2,fm:scgpt,2,gene->he,0.08585858717560768,0.019514767932489453,0.05907172995780591,0.09968354430379747,0.046724888794211425,0.011603375527426161,1896,0.1234 | |
| uni2,fm:scgpt,3,he->gene,0.044496484100818634,0.017932489451476793,0.07436708860759493,0.1281645569620253,0.058355024104622184,0.017932489451476793,1896,0.182 | |
| uni2,fm:scgpt,3,gene->he,0.044496484100818634,0.023206751054852322,0.07489451476793249,0.13554852320675106,0.06110677120190988,0.017932489451476793,1896,0.17099999999999999 | |
| uni2,fm:scgpt,4,he->gene,0.03809523954987526,0.017368421052631578,0.06526315789473684,0.1268421052631579,0.057423570689910726,0.022631578947368423,1900,0.17959999999999998 | |
| uni2,fm:scgpt,4,gene->he,0.03809523954987526,0.021052631578947368,0.07684210526315789,0.1336842105263158,0.06359744068717302,0.022631578947368423,1900,0.1884 | |
| uni2,fm:geneformer,0,he->gene,0.0476190485060215,0.01529535864978903,0.05485232067510549,0.10548523206751055,0.04731619689105636,0.012658227848101266,1896,0.1506 | |
| uni2,fm:geneformer,0,gene->he,0.0476190485060215,0.012658227848101266,0.05485232067510549,0.10759493670886076,0.045754632550721715,0.012658227848101266,1896,0.14780000000000004 | |
| uni2,fm:geneformer,1,he->gene,0.02074966486543417,0.012130801687763712,0.06751054852320675,0.11181434599156118,0.04875272025316429,0.0189873417721519,1896,0.1612 | |
| uni2,fm:geneformer,1,gene->he,0.02074966486543417,0.012658227848101266,0.052742616033755275,0.09229957805907173,0.044466572319068136,0.0189873417721519,1896,0.1422 | |
| uni2,fm:geneformer,2,he->gene,0.07828282937407494,0.011603375527426161,0.052742616033755275,0.08966244725738397,0.04062961007971012,0.015822784810126583,1896,0.126 | |
| uni2,fm:geneformer,2,gene->he,0.07828282937407494,0.014240506329113924,0.06276371308016877,0.10232067510548523,0.0451435310769688,0.015822784810126583,1896,0.1266 | |
| uni2,fm:geneformer,3,he->gene,0.04800936579704285,0.018459915611814346,0.06909282700421941,0.12341772151898735,0.057178309451372804,0.019514767932489453,1896,0.166 | |
| uni2,fm:geneformer,3,gene->he,0.04800936579704285,0.020569620253164556,0.08016877637130802,0.13027426160337552,0.060731160165997874,0.019514767932489453,1896,0.17679999999999998 | |
| uni2,fm:geneformer,4,he->gene,0.05873016081750393,0.017368421052631578,0.07473684210526316,0.13263157894736843,0.0603236686587283,0.028421052631578948,1900,0.1956 | |
| uni2,fm:geneformer,4,gene->he,0.05873016081750393,0.021052631578947368,0.08894736842105264,0.1431578947368421,0.06638822737703914,0.028421052631578948,1900,0.19939999999999997 | |
| gigapath,fm:scgpt,0,he->gene,0.03937729075551033,0.008438818565400843,0.03481012658227848,0.0669831223628692,0.031895003177183606,0.008438818565400843,1896,0.0962 | |
| gigapath,fm:scgpt,0,gene->he,0.03937729075551033,0.007911392405063292,0.03375527426160337,0.06645569620253164,0.03059269337963383,0.008438818565400843,1896,0.09660000000000002 | |
| gigapath,fm:scgpt,1,he->gene,0.0200803205370903,0.013713080168776372,0.05590717299578059,0.0970464135021097,0.04578523282400589,0.015822784810126583,1896,0.14560000000000003 | |
| gigapath,fm:scgpt,1,gene->he,0.0200803205370903,0.011603375527426161,0.049578059071729956,0.08227848101265822,0.03956389309176455,0.015822784810126583,1896,0.11719999999999998 | |
| gigapath,fm:scgpt,2,he->gene,0.07828282937407494,0.014767932489451477,0.05379746835443038,0.08122362869198312,0.03996890879717887,0.012130801687763712,1896,0.10959999999999998 | |
| gigapath,fm:scgpt,2,gene->he,0.07828282937407494,0.008966244725738396,0.046413502109704644,0.07964135021097046,0.03586472835164834,0.012130801687763712,1896,0.11040000000000003 | |
| gigapath,fm:scgpt,3,he->gene,0.02927400264889002,0.012130801687763712,0.05010548523206751,0.08966244725738397,0.04003856792723838,0.010548523206751054,1896,0.11680000000000001 | |
| gigapath,fm:scgpt,3,gene->he,0.02927400264889002,0.012130801687763712,0.04746835443037975,0.07805907172995781,0.03761230857322056,0.010548523206751054,1896,0.106 | |
| gigapath,fm:scgpt,4,he->gene,0.04285714402794838,0.007894736842105263,0.05421052631578947,0.09421052631578947,0.04033702138219142,0.015263157894736841,1900,0.13260000000000002 | |
| gigapath,fm:scgpt,4,gene->he,0.04285714402794838,0.015263157894736841,0.05789473684210526,0.10105263157894737,0.04715436360898898,0.015263157894736841,1900,0.1454 | |
| gigapath,fm:geneformer,0,he->gene,0.0357142873108387,0.008966244725738396,0.04219409282700422,0.08069620253164557,0.03558993604212288,0.00949367088607595,1896,0.122 | |
| gigapath,fm:geneformer,0,gene->he,0.0357142873108387,0.010548523206751054,0.04008438818565401,0.0770042194092827,0.03619059003076767,0.00949367088607595,1896,0.12 | |
| gigapath,fm:geneformer,1,he->gene,0.020749665796756744,0.011603375527426161,0.05063291139240506,0.08860759493670886,0.04145238569227235,0.013713080168776372,1896,0.14100000000000001 | |
| gigapath,fm:geneformer,1,gene->he,0.020749665796756744,0.011075949367088608,0.04272151898734177,0.07383966244725738,0.03726918621788921,0.013713080168776372,1896,0.11160000000000002 | |
| gigapath,fm:geneformer,2,he->gene,0.07070707157254219,0.011075949367088608,0.049578059071729956,0.0938818565400844,0.04116037021283927,0.012658227848101266,1896,0.12560000000000002 | |
| gigapath,fm:geneformer,2,gene->he,0.07070707157254219,0.014240506329113924,0.051160337552742616,0.0949367088607595,0.04080146315794044,0.012658227848101266,1896,0.11840000000000002 | |
| gigapath,fm:geneformer,3,he->gene,0.043325524777173996,0.011075949367088608,0.04272151898734177,0.07911392405063292,0.03759332058720084,0.007383966244725738,1896,0.113 | |
| gigapath,fm:geneformer,3,gene->he,0.043325524777173996,0.010548523206751054,0.03850210970464135,0.07331223628691984,0.03513132148753325,0.007383966244725738,1896,0.11109999999999999 | |
| gigapath,fm:geneformer,4,he->gene,0.05079365149140358,0.014210526315789474,0.05421052631578947,0.09157894736842105,0.04589227701119377,0.01631578947368421,1900,0.13480000000000003 | |
| gigapath,fm:geneformer,4,gene->he,0.05079365149140358,0.018421052631578946,0.05421052631578947,0.09947368421052631,0.049413995844661364,0.01631578947368421,1900,0.14560000000000003 | |