| check,modality,encoder,source,n,cos_median,cos_min,R@1_raw,R@1_cached,emb_cos_median_a,emb_cos_median_b |
| features,H&E,uni2,ORION,300,0.9999997615814209,0.9999982118606567,,,, |
| features,H&E,medvtok,ORION,300,0.9999932050704956,0.9999810457229614,,,, |
| features,H&E,uni2,TCGA/PathGen,300,0.9999997615814209,0.9999988675117493,,,, |
| features,H&E,medvtok,TCGA/PathGen,300,0.9999929666519165,0.9999706745147705,,,, |
| features,H&E,uni2,HEST,300,0.9999995827674866,0.9999580979347229,,,, |
| features,H&E,medvtok,HEST,300,0.999981164932251,0.9997217655181885,,,, |
| features,text,keep,TCGA captions,300,1.0000001192092896,0.9999998807907104,,,, |
| features,text,biomedclip,TCGA captions,300,0.9999956488609314,0.928982675075531,,,, |
| features,text,qwen3-0.6b,TCGA captions,300,0.9998362064361572,0.9989319443702698,,,, |
| features,RNA,hvg,HEST,300,1.0,0.9999988079071045,,,, |
| features,RNA,tahoex1,HEST,300,0.9910799264907837,0.9289975762367249,,,, |
| features,RNA,se600m,HEST,300,0.9939538240432739,0.9385495185852051,,,, |
| features,RNA,aidocell,HEST,300,1.0,0.9999997615814209,,,, |
| features,mIF,virtues,ORION (all),3187,1.0,0.9999996423721313,,,, |
| end-to-end,H&E<->mIF (ORION),,,300,,,0.7921999907493591,0.7915999913215637,0.9999991655349731,1.0000001192092896 |
| end-to-end,H&E<->RNA (HEST),,,300,,,0.1942999991774559,0.19360000073909758,0.9999986290931702,0.9937032461166382 |
| end-to-end,H&E<->text (TCGA),,,300,,,0.33510000348091123,0.3359000039100647,0.9999994039535522,0.9999165534973145 |
|
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