Archive 4 checkpoints (1-4)

paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_contrast/giroux2022/fewshot_n5/draw2/cat.csv

@@ -0,0 +1,301 @@
+dataset,design,unit,arm,predictor,celltype,k,k_eff,cat_same_sign,cat_any_sign,chance_same_sign,chance_any_sign,G_both,pred_defined,n_tested_obs,n_tested_pred
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+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,broadcast:all_usable_pseudo.npz@6400d82f,Monocyte,200,200,0.355,0.355,0.01941370607649,0.03882741215298,5151,True,5151,5345
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,broadcast:all_usable_pseudo.npz@6400d82f,Monocyte,500,500,0.382,0.382,0.04853426519122501,0.09706853038245002,5151,True,5151,5345
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,generated:zs_pseudo,NK cell,10,10,0.1,0.1,0.0018539117538005192,0.0037078235076010383,2697,True,4963,2701
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,generated:zs_pseudo,NK cell,20,20,0.05,0.05,0.0037078235076010383,0.007415647015202077,2697,True,4963,2701
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,generated:zs_pseudo,NK cell,50,50,0.06,0.06,0.009269558769002595,0.01853911753800519,2697,True,4963,2701
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,generated:zs_pseudo,NK cell,100,100,0.1,0.1,0.01853911753800519,0.03707823507601038,2697,True,4963,2701
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,generated:zs_pseudo,NK cell,200,200,0.1,0.1,0.03707823507601038,0.07415647015202076,2697,True,4963,2701
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,generated:zs_pseudo,NK cell,500,500,0.176,0.188,0.09269558769002595,0.1853911753800519,2697,True,4963,2701
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,broadcast:all_usable_pseudo.npz@6400d82f,NK cell,10,10,0.4,0.4,0.0010074551682450132,0.0020149103364900263,4963,True,4963,5345
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,broadcast:all_usable_pseudo.npz@6400d82f,NK cell,20,20,0.3,0.3,0.0020149103364900263,0.004029820672980053,4963,True,4963,5345
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,broadcast:all_usable_pseudo.npz@6400d82f,NK cell,50,50,0.24,0.24,0.005037275841225065,0.01007455168245013,4963,True,4963,5345
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,broadcast:all_usable_pseudo.npz@6400d82f,NK cell,100,100,0.24,0.24,0.01007455168245013,0.02014910336490026,4963,True,4963,5345
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,broadcast:all_usable_pseudo.npz@6400d82f,NK cell,200,200,0.245,0.245,0.02014910336490026,0.04029820672980052,4963,True,4963,5345
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,broadcast:all_usable_pseudo.npz@6400d82f,NK cell,500,500,0.304,0.308,0.050372758412250654,0.10074551682450131,4963,True,4963,5345
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,generated:zs_pseudo,DC,10,10,0.0,0.0,0.002398081534772182,0.004796163069544364,2085,True,4691,2086
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,generated:zs_pseudo,DC,20,20,0.0,0.0,0.004796163069544364,0.009592326139088728,2085,True,4691,2086
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,generated:zs_pseudo,DC,50,50,0.0,0.0,0.011990407673860911,0.023980815347721823,2085,True,4691,2086
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,generated:zs_pseudo,DC,100,100,0.02,0.02,0.023980815347721823,0.047961630695443645,2085,True,4691,2086
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,generated:zs_pseudo,DC,200,200,0.03,0.04,0.047961630695443645,0.09592326139088729,2085,True,4691,2086
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,generated:zs_pseudo,DC,500,500,0.05,0.062,0.11990407673860912,0.23980815347721823,2085,True,4691,2086
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,broadcast:all_usable_pseudo.npz@6400d82f,DC,10,10,0.0,0.0,0.0010658708164570454,0.002131741632914091,4691,True,4691,5345
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,broadcast:all_usable_pseudo.npz@6400d82f,DC,20,20,0.0,0.0,0.002131741632914091,0.004263483265828182,4691,True,4691,5345
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,broadcast:all_usable_pseudo.npz@6400d82f,DC,50,50,0.12,0.12,0.005329354082285227,0.010658708164570454,4691,True,4691,5345
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,broadcast:all_usable_pseudo.npz@6400d82f,DC,100,100,0.16,0.16,0.010658708164570454,0.021317416329140908,4691,True,4691,5345
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,broadcast:all_usable_pseudo.npz@6400d82f,DC,200,200,0.18,0.18,0.021317416329140908,0.042634832658281815,4691,True,4691,5345
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,broadcast:all_usable_pseudo.npz@6400d82f,DC,500,500,0.182,0.202,0.05329354082285227,0.10658708164570455,4691,True,4691,5345
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,T cell,10,10,0.0,0.0,0.0013646288209606986,0.0027292576419213972,3664,True,5225,3670
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,T cell,20,20,0.05,0.05,0.0027292576419213972,0.0054585152838427945,3664,True,5225,3670
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,T cell,50,50,0.02,0.02,0.006823144104803494,0.013646288209606987,3664,True,5225,3670
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,T cell,100,100,0.04,0.04,0.013646288209606987,0.027292576419213975,3664,True,5225,3670
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,T cell,200,200,0.08,0.08,0.027292576419213975,0.05458515283842795,3664,True,5225,3670
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,T cell,500,500,0.088,0.108,0.06823144104803494,0.13646288209606988,3664,True,5225,3670
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,T cell,10,10,0.3,0.3,0.0009613535858488752,0.0019227071716977505,5201,True,5225,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,T cell,20,20,0.2,0.2,0.0019227071716977505,0.003845414343395501,5201,True,5225,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,T cell,50,50,0.28,0.28,0.004806767929244376,0.009613535858488752,5201,True,5225,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,T cell,100,100,0.24,0.24,0.009613535858488752,0.019227071716977504,5201,True,5225,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,T cell,200,200,0.25,0.255,0.019227071716977504,0.03845414343395501,5201,True,5225,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,T cell,500,500,0.248,0.254,0.04806767929244376,0.09613535858488752,5201,True,5225,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,B cell,10,10,0.0,0.0,0.0017146776406035665,0.003429355281207133,2916,True,4949,2923
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,B cell,20,20,0.0,0.0,0.003429355281207133,0.006858710562414266,2916,True,4949,2923
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,B cell,50,50,0.02,0.02,0.008573388203017833,0.017146776406035666,2916,True,4949,2923
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,B cell,100,100,0.04,0.06,0.017146776406035666,0.03429355281207133,2916,True,4949,2923
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,B cell,200,200,0.04,0.06,0.03429355281207133,0.06858710562414266,2916,True,4949,2923
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,B cell,500,500,0.096,0.14,0.08573388203017833,0.17146776406035666,2916,True,4949,2923
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,B cell,10,10,0.2,0.2,0.0010146103896103895,0.002029220779220779,4928,True,4949,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,B cell,20,20,0.2,0.2,0.002029220779220779,0.004058441558441558,4928,True,4949,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,B cell,50,50,0.1,0.1,0.005073051948051948,0.010146103896103896,4928,True,4949,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,B cell,100,100,0.09,0.09,0.010146103896103896,0.020292207792207792,4928,True,4949,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,B cell,200,200,0.085,0.085,0.020292207792207792,0.040584415584415584,4928,True,4949,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,B cell,500,500,0.158,0.168,0.05073051948051948,0.10146103896103896,4928,True,4949,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,Monocyte,10,10,0.0,0.0,0.0015229972586049345,0.003045994517209869,3283,True,5151,3286
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,Monocyte,20,20,0.0,0.0,0.003045994517209869,0.006091989034419738,3283,True,5151,3286
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,Monocyte,50,50,0.0,0.0,0.007614986293024673,0.015229972586049346,3283,True,5151,3286
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,Monocyte,100,100,0.03,0.03,0.015229972586049346,0.03045994517209869,3283,True,5151,3286
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,Monocyte,200,200,0.065,0.065,0.03045994517209869,0.06091989034419738,3283,True,5151,3286
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,Monocyte,500,500,0.104,0.126,0.07614986293024673,0.15229972586049345,3283,True,5151,3286
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,Monocyte,10,10,0.4,0.4,0.0009750390015600624,0.0019500780031201249,5128,True,5151,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,Monocyte,20,20,0.3,0.3,0.0019500780031201249,0.0039001560062402497,5128,True,5151,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,Monocyte,50,50,0.24,0.24,0.004875195007800312,0.009750390015600624,5128,True,5151,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,Monocyte,100,100,0.19,0.19,0.009750390015600624,0.01950078003120125,5128,True,5151,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,Monocyte,200,200,0.19,0.19,0.01950078003120125,0.0390015600624025,5128,True,5151,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,Monocyte,500,500,0.272,0.274,0.04875195007800312,0.09750390015600624,5128,True,5151,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,NK cell,10,10,0.0,0.0,0.001585791309863622,0.003171582619727244,3153,True,4963,3156
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,NK cell,20,20,0.0,0.0,0.003171582619727244,0.006343165239454488,3153,True,4963,3156
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,NK cell,50,50,0.0,0.0,0.00792895654931811,0.01585791309863622,3153,True,4963,3156
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,NK cell,100,100,0.03,0.03,0.01585791309863622,0.03171582619727244,3153,True,4963,3156
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,NK cell,200,200,0.045,0.045,0.03171582619727244,0.06343165239454487,3153,True,4963,3156
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,NK cell,500,500,0.072,0.1,0.0792895654931811,0.1585791309863622,3153,True,4963,3156
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,NK cell,10,10,0.4,0.4,0.0010115314586283633,0.0020230629172567267,4943,True,4963,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,NK cell,20,20,0.25,0.25,0.0020230629172567267,0.004046125834513453,4943,True,4963,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,NK cell,50,50,0.18,0.18,0.0050576572931418165,0.010115314586283633,4943,True,4963,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,NK cell,100,100,0.15,0.15,0.010115314586283633,0.020230629172567266,4943,True,4963,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,NK cell,200,200,0.155,0.16,0.020230629172567266,0.04046125834513453,4943,True,4963,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,NK cell,500,500,0.16,0.18,0.050576572931418165,0.10115314586283633,4943,True,4963,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,DC,10,10,0.0,0.0,0.00205761316872428,0.00411522633744856,2430,True,4691,2435
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,DC,20,20,0.0,0.0,0.00411522633744856,0.00823045267489712,2430,True,4691,2435
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,DC,50,50,0.0,0.0,0.0102880658436214,0.0205761316872428,2430,True,4691,2435
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,DC,100,100,0.0,0.0,0.0205761316872428,0.0411522633744856,2430,True,4691,2435
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,DC,200,200,0.015,0.025,0.0411522633744856,0.0823045267489712,2430,True,4691,2435
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,generated:zs_cal,DC,500,500,0.044,0.066,0.102880658436214,0.205761316872428,2430,True,4691,2435
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,DC,10,10,0.0,0.0,0.0010702054794520547,0.0021404109589041095,4672,True,4691,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,DC,20,20,0.05,0.05,0.0021404109589041095,0.004280821917808219,4672,True,4691,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,DC,50,50,0.08,0.08,0.005351027397260274,0.010702054794520547,4672,True,4691,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,DC,100,100,0.08,0.09,0.010702054794520547,0.021404109589041095,4672,True,4691,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,DC,200,200,0.105,0.115,0.021404109589041095,0.04280821917808219,4672,True,4691,5468
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,broadcast:test_cal.npz@8ac9ec21,DC,500,500,0.118,0.152,0.05351027397260274,0.10702054794520548,4672,True,4691,5468
+giroux2022,fewshot,fewshot_n5/draw2,lora5,generated:lora5,T cell,10,10,0.3,0.3,0.0013808340237503453,0.0027616680475006906,3621,True,5225,3623
+giroux2022,fewshot,fewshot_n5/draw2,lora5,generated:lora5,T cell,20,20,0.25,0.25,0.0027616680475006906,0.005523336095001381,3621,True,5225,3623
+giroux2022,fewshot,fewshot_n5/draw2,lora5,generated:lora5,T cell,50,50,0.14,0.14,0.006904170118751726,0.013808340237503451,3621,True,5225,3623
+giroux2022,fewshot,fewshot_n5/draw2,lora5,generated:lora5,T cell,100,100,0.08,0.08,0.013808340237503451,0.027616680475006903,3621,True,5225,3623
+giroux2022,fewshot,fewshot_n5/draw2,lora5,generated:lora5,T cell,200,200,0.115,0.115,0.027616680475006903,0.055233360950013806,3621,True,5225,3623
+giroux2022,fewshot,fewshot_n5/draw2,lora5,generated:lora5,T cell,500,500,0.146,0.16,0.06904170118751726,0.13808340237503453,3621,True,5225,3623
+giroux2022,fewshot,fewshot_n5/draw2,lora5,broadcast:test_raw.npz@fedb8e80,T cell,10,10,0.3,0.3,0.0009613535858488752,0.0019227071716977505,5201,True,5225,5468
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+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,broadcast:test_raw.npz@fedb8e80,NK cell,200,200,0.16,0.165,0.020230629172567266,0.04046125834513453,4943,True,4963,5468
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,broadcast:test_raw.npz@fedb8e80,NK cell,500,500,0.16,0.176,0.050576572931418165,0.10115314586283633,4943,True,4963,5468
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,generated:scsemi5,DC,10,10,0.0,0.0,0.011848341232227487,0.023696682464454975,422,True,4691,422
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,generated:scsemi5,DC,20,20,0.0,0.0,0.023696682464454975,0.04739336492890995,422,True,4691,422
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,generated:scsemi5,DC,50,50,0.0,0.0,0.05924170616113744,0.11848341232227488,422,True,4691,422
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,generated:scsemi5,DC,100,100,0.02,0.03,0.11848341232227488,0.23696682464454977,422,True,4691,422
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,generated:scsemi5,DC,200,200,0.025,0.04,0.23696682464454977,0.47393364928909953,422,True,4691,422
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,generated:scsemi5,DC,500,500,0.046,0.076,0.5,1.0,422,True,4691,422
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,broadcast:test_raw.npz@fedb8e80,DC,10,10,0.0,0.0,0.0010702054794520547,0.0021404109589041095,4672,True,4691,5468
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,broadcast:test_raw.npz@fedb8e80,DC,20,20,0.05,0.05,0.0021404109589041095,0.004280821917808219,4672,True,4691,5468
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,broadcast:test_raw.npz@fedb8e80,DC,50,50,0.08,0.08,0.005351027397260274,0.010702054794520547,4672,True,4691,5468
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,broadcast:test_raw.npz@fedb8e80,DC,100,100,0.08,0.09,0.010702054794520547,0.021404109589041095,4672,True,4691,5468
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,broadcast:test_raw.npz@fedb8e80,DC,200,200,0.1,0.11,0.021404109589041095,0.04280821917808219,4672,True,4691,5468
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,broadcast:test_raw.npz@fedb8e80,DC,500,500,0.114,0.146,0.05351027397260274,0.10702054794520548,4672,True,4691,5468

paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_contrast/giroux2022/fewshot_n5/draw2/ceiling.csv

@@ -0,0 +1,51 @@
+dataset,design,unit,predictor,arm,celltype,n_genes,pearson_mean,pearson_sd,spearman_mean,spearman_sd,pearson_s20260926,spearman_s20260926,pearson_s20260927,spearman_s20260927,pearson_s20260928,spearman_s20260928,pearson_s20260929,spearman_s20260929,pearson_s20260930,spearman_s20260930,sb_reliability_pearson,noise_free_ceiling_pearson,sb_reliability_spearman,noise_free_ceiling_spearman,min_n_case_donors_A,min_n_control_donors_A,min_n_case_donors_B,min_n_control_donors_B,mean_n_cells_A,mean_n_cells_B,condition_sha256
+giroux2022,fewshot,fewshot_n5/draw2,split_half_A_vs_B,,T cell,2872.0,0.9715510464129393,0.0008217156753436076,0.9434499540233512,0.0012099188097853852,0.9729008902576868,0.9449623166910529,0.970940006745829,0.9436301477611769,0.9717267766943946,0.9426873385086744,0.9709259236589344,0.9441079096729599,0.9712616347078518,0.9418620574828919,0.9855702678158798,0.9927589172683767,0.9709022370966752,0.9853437152063615,6.0,6.0,6.0,6.0,33619.0,33624.0,
+giroux2022,fewshot,fewshot_n5/draw2,split_half_A_vs_B,,B cell,3000.0,0.8617453282159409,0.005421156099975375,0.7429841915315769,0.008945663500996865,0.8584105148054075,0.7379928722214303,0.8700637173752258,0.7566484969609442,0.8557628113556821,0.732905940989549,0.8629338943737006,0.7419671504407945,0.8615557031696875,0.7454064970451664,0.9257392137964731,0.9621534252895808,0.8525426623390193,0.9233323682937902,6.0,6.0,6.0,6.0,5274.0,5281.0,
+giroux2022,fewshot,fewshot_n5/draw2,split_half_A_vs_B,,Monocyte,3030.0,0.9087950813580665,0.0035402361869593525,0.7534676286511639,0.006684112266067006,0.9039903882744369,0.7425057294401007,0.9082206966986534,0.7579308492814946,0.9089812913873614,0.7523095175134487,0.9139606088247303,0.7592924476423635,0.9088224216051504,0.755299599378412,0.952218590914933,0.9758168839054452,0.8594029525720538,0.9270398872605503,6.0,6.0,6.0,6.0,12544.0,12552.0,
+giroux2022,fewshot,fewshot_n5/draw2,split_half_A_vs_B,,NK cell,2903.0,0.8995583692921547,0.001161276819969463,0.8112469011180492,0.0031006166886304695,0.9000228376684671,0.8117996321565711,0.8993192955448851,0.8142808287242869,0.8985191957859544,0.8079054410474857,0.8986032072128526,0.8081452373381236,0.9013273102486143,0.8141033663237792,0.9471236934165527,0.9732028017923873,0.8957883109335139,0.946460939993571,6.0,6.0,6.0,6.0,8136.0,8146.0,
+giroux2022,fewshot,fewshot_n5/draw2,generated:zs_raw,zs_raw,T cell,2872.0,0.1445604871538076,0.004822613804078545,0.018611354821163766,0.004665591818436075,0.1426335834109736,0.016387530590278244,0.14713278161147306,0.022128595596038525,0.1512946632734643,0.024969503654766554,0.14312044010547176,0.014951897465207361,0.13862096736765517,0.014619246799528144,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:zs_raw,zs_raw,B cell,3000.0,0.05876182901855962,0.013752771318661702,0.003333644783962091,0.0067906092745658045,0.07071697341854152,0.006331109518670688,0.05851972302365456,-0.0004783028216454012,0.04625873606413374,0.004546501153227136,0.04404177514370106,-0.0057925623696165945,0.07427193744276722,0.012061478439174626,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:zs_raw,zs_raw,Monocyte,3030.0,0.2238688078805744,0.0068076740018664745,0.1768789223399035,0.007770405987104911,0.23412220916225057,0.18501162755907472,0.22170476056589308,0.16498336094597005,0.21832349936198236,0.17742205248651474,0.22715616189291046,0.18225662648350094,0.21803740841983554,0.17472094422445708,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:zs_raw,zs_raw,NK cell,2903.0,0.09341459592839177,0.003703475665686243,-0.0018698429663220803,0.005436529673700442,0.097976830743157,0.0022590595138688484,0.09313493872524063,-0.006614650079595347,0.08882958998166518,0.0015039972964077297,0.09102585710538572,-0.008882481287660645,0.09610576308651032,0.002384859725369013,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:zs_pseudo,zs_pseudo,T cell,2872.0,0.5230934074966679,0.0029036301900306496,0.4473468232685958,0.0022851881881245104,0.5217973586826404,0.44499302431639787,0.518708130849307,0.4448786073380996,0.5238720548781133,0.4482108878557765,0.5258525300621819,0.44990742886257873,0.5252369630110968,0.4487441679701263,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:zs_pseudo,zs_pseudo,B cell,3000.0,0.24104259613304277,0.005670980762032842,0.21944622926206242,0.005166192149385095,0.23788055269301772,0.2142654706970402,0.2410938881366813,0.2193033909460954,0.23486627642364954,0.2169621592519164,0.25000858304985296,0.22800017390238345,0.2413636803620123,0.2186999515128768,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:zs_pseudo,zs_pseudo,Monocyte,3030.0,0.203103581798236,0.007797594766023842,0.16978079121041695,0.011033041353558948,0.19255232070623504,0.15134919461681065,0.2104486482651387,0.18014425234825263,0.19981690179247935,0.17161542771527064,0.20155158975816298,0.16998268386246057,0.21114844846916395,0.17581239750929015,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:zs_pseudo,zs_pseudo,NK cell,2903.0,0.3487303369045395,0.006717450930043375,0.29258075489165664,0.00880939323302054,0.342585261749591,0.28416499880880286,0.35259715284956294,0.30107524408034086,0.3547009801033741,0.2962683550620556,0.34035279957359615,0.2821316875033977,0.35341549024657326,0.2992634890036863,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:zs_cal,zs_cal,T cell,2872.0,0.14186638668401086,0.00149772162091958,0.047673506813527465,0.0013144123292852497,0.14292723642967653,0.049246269104511006,0.1410778701399663,0.047357790095592496,0.14366219416083684,0.048847794398439434,0.1417971977533607,0.046495383682758795,0.13986743493621392,0.046420296786335566,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:zs_cal,zs_cal,B cell,3000.0,0.07421072896408311,0.006787979986448577,0.04318217350341759,0.0060018653794585725,0.08073157239054263,0.04791521216647014,0.0743578394018178,0.04299395912749046,0.06983172957248353,0.04956148979054352,0.06532130638414457,0.03445756030001287,0.08081119707142703,0.040982646132570966,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:zs_cal,zs_cal,Monocyte,3030.0,0.17399700267635335,0.007051084205322058,0.10587408436316051,0.011280553045123865,0.18621327627108283,0.12229315615606513,0.16897699578647574,0.09508275134855604,0.16952487412881714,0.09693442450179912,0.17323615987402802,0.10319629409415092,0.172033707321363,0.11186379571523135,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:zs_cal,zs_cal,NK cell,2903.0,0.09478906313177167,0.006997866350765923,-0.003154318462463606,0.010071794057314964,0.10456974494487443,0.007590137778456046,0.09258432961939748,-0.0073403138335610685,0.08545514789529633,-0.016535046851534604,0.09749708319683044,0.006193257232267387,0.09383901000245963,-0.005679626637945791,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:lora5,lora5,T cell,2872.0,0.3901255130016906,0.0027785281832146164,0.24189417931679177,0.0040172870096843415,0.3880127707159283,0.2377144872231238,0.3866575885038996,0.240924469921044,0.39325089887348125,0.2448855308253463,0.3904563658166499,0.23879783344615124,0.3922499410984944,0.24714857516829344,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:lora5,lora5,B cell,3000.0,0.11361317689648584,0.00727743528043023,0.0802789141849082,0.009905510418861346,0.1259706386843153,0.09183220936498968,0.10680018243974558,0.06925782455308274,0.11048184033512637,0.08815444415216041,0.11244923205683861,0.08055636988833174,0.11236399096640341,0.07159372296597649,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:lora5,lora5,Monocyte,3030.0,0.3079114839873004,0.005981851631364967,0.23863264855931848,0.008229556411616865,0.3182571913986673,0.25200084221957236,0.3054367530519329,0.2341713516769334,0.3030096384258411,0.2407086691215651,0.30555048210554175,0.23118306255781246,0.307303354954519,0.23509931722070887,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:lora5,lora5,NK cell,2903.0,0.09564567869987528,0.004056497762215263,0.05216818930869197,0.0032285466000426164,0.09910439234554475,0.05514373133959769,0.09464705206313455,0.05143905464809162,0.08923865995046841,0.04763604789319139,0.09903719195998421,0.05545067884365405,0.09620109718024446,0.05117143381892508,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:scsemi5,scsemi5,T cell,2872.0,0.42933813178898317,0.00272011228306451,0.3726737753413628,0.0012404444383510758,0.4263179544430235,0.37268584546353317,0.4326428024322937,0.37173838963244404,0.43001693349214026,0.37121255303178563,0.426779348798818,0.37347775549318113,0.4309336197786402,0.3742543330858701,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:scsemi5,scsemi5,B cell,3000.0,0.19163671666584142,0.007104830818465511,0.09004285403474968,0.004823292693693925,0.19031697448569415,0.08978406697095474,0.19758441696085233,0.09682889479523726,0.18322097035504534,0.08617311342895378,0.18694277462671244,0.09248458879803609,0.2001184469009029,0.08494360618056654,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:scsemi5,scsemi5,Monocyte,3030.0,0.46544888091840503,0.0029262271656228032,0.32665035524953584,0.007466914724348383,0.4640247842743025,0.3157152937000262,0.46450032712917955,0.3236724590466077,0.46216303668887815,0.3272237751827115,0.46677523721402464,0.33169602747481314,0.46978101928564037,0.33494422084352077,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:scsemi5,scsemi5,NK cell,2903.0,0.3562494690100363,0.00349387652990057,0.24902359912467445,0.003952103910994887,0.35901905490525776,0.24755459964622584,0.35946710749168853,0.2537181954132947,0.35677785196393635,0.2526044420753464,0.3508353801820663,0.244549617794157,0.3551479505072324,0.24669114069434836,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:all_usable_raw.npz@ac755a41,,T cell,2872.0,0.36336291194719167,0.0028199088652300355,0.2236384144692763,0.0032253171018307453,0.3617462126565721,0.21908432217048351,0.36579161091046564,0.22797840549803958,0.3667167722313345,0.22444084102834636,0.3625779949477229,0.22412478085311263,0.3599819689898633,0.22256372279639938,,,,,,,,,,,ac755a41a900fac61df07f3a95be029353cfd4869439fa19612e599527d37665
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:all_usable_raw.npz@ac755a41,,B cell,3000.0,0.3248208708685944,0.008154873100578273,0.27931155373231836,0.008954498639805141,0.3308578638905947,0.28572369600104663,0.3229978824311,0.2747613978929066,0.32055835842322433,0.27695133080314244,0.3146453929225994,0.2683086071752129,0.33504485667545353,0.29081273678928327,,,,,,,,,,,ac755a41a900fac61df07f3a95be029353cfd4869439fa19612e599527d37665
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:all_usable_raw.npz@ac755a41,,Monocyte,3030.0,0.5654552470491723,0.004267011143541678,0.43903043050954854,0.00833298418423765,0.5600169497605484,0.4403206397573963,0.5646905534508179,0.4262125550258175,0.5631032219535006,0.43632030694803753,0.5692114435140305,0.44490637911751024,0.5702540665669635,0.44739227169898105,,,,,,,,,,,ac755a41a900fac61df07f3a95be029353cfd4869439fa19612e599527d37665
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:all_usable_raw.npz@ac755a41,,NK cell,2903.0,0.292797127836203,0.006435643737834463,0.15950470052624693,0.0071776916383514385,0.2994358221003928,0.17159749718595954,0.295643868168676,0.15963759195372043,0.2831085254153118,0.15355696271318559,0.2897678816846682,0.1579054855850066,0.29602954181196617,0.1548259651933624,,,,,,,,,,,ac755a41a900fac61df07f3a95be029353cfd4869439fa19612e599527d37665
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:all_usable_pseudo.npz@6400d82f,,T cell,2872.0,0.8089345452893297,0.003681003536534564,0.8164773579997471,0.0022946839124052504,0.8067242543011671,0.813558678063068,0.8137421407177186,0.8192710597815536,0.8058315316551828,0.8158217911698284,0.806319977386867,0.8154526319571905,0.8120548223857127,0.8182826290270948,,,,,,,,,,,6400d82fe1115aed544736b06fe6513734b9e1818dce1bc902c6501676f5a86c
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:all_usable_pseudo.npz@6400d82f,,B cell,3000.0,0.5510652988287201,0.009390150448215824,0.5557804756200528,0.009726984598067827,0.553681256974837,0.5550049150005462,0.5560600569701297,0.557442155715795,0.5353225987247501,0.53968892040988,0.550658502518833,0.5639092426565825,0.5596040789550509,0.5628571443174605,,,,,,,,,,,6400d82fe1115aed544736b06fe6513734b9e1818dce1bc902c6501676f5a86c
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:all_usable_pseudo.npz@6400d82f,,Monocyte,3030.0,0.6721184087604027,0.010551523588883843,0.5744915188685888,0.013686881133849685,0.6535979833081951,0.554361223446658,0.6779823782651397,0.5925627633185071,0.6792794491400527,0.5779445749590568,0.6739812415663297,0.5722731732437527,0.6757509915222965,0.5753158593749699,,,,,,,,,,,6400d82fe1115aed544736b06fe6513734b9e1818dce1bc902c6501676f5a86c
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:all_usable_pseudo.npz@6400d82f,,NK cell,2903.0,0.6650441893045487,0.006618456874234605,0.642253846414808,0.006090919789755882,0.6638345279500666,0.6383822676132764,0.6664449708440779,0.6460878639978248,0.6651823714113956,0.6426783509878137,0.6556135492265983,0.6343644883173599,0.6741455270906054,0.6497562611577649,,,,,,,,,,,6400d82fe1115aed544736b06fe6513734b9e1818dce1bc902c6501676f5a86c
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:test_cal.npz@8ac9ec21,,T cell,2872.0,0.38430516245840807,0.0026616506881102825,0.2141133615359177,0.003039982603444435,0.38315332779127637,0.21062362512880628,0.38715755007283703,0.21847549557273058,0.3868383931233026,0.2154255982229526,0.3835101972576353,0.21392967650855943,0.3808663440469888,0.21211241224653954,,,,,,,,,,,8ac9ec213fd4ef60b2d683e2b020be846aca86c68e49f3d5cba732f4f07bee55
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:test_cal.npz@8ac9ec21,,B cell,3000.0,0.34315779421262105,0.007605461351662291,0.2756769499502919,0.008561553496787258,0.349575070468291,0.28157731020654303,0.3415738394336978,0.26856040564766287,0.34127675505817706,0.2753947164077901,0.33220047357717936,0.266263997170029,0.35116283252576036,0.2865883203194343,,,,,,,,,,,8ac9ec213fd4ef60b2d683e2b020be846aca86c68e49f3d5cba732f4f07bee55
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:test_cal.npz@8ac9ec21,,Monocyte,3030.0,0.574700175430254,0.006168457869068396,0.4362596661513397,0.008641763395216315,0.5656691378613646,0.4390347556322686,0.5744969377306514,0.42299428825462176,0.5725022283960954,0.4326706442993112,0.5808743915057425,0.44453511238463306,0.5799581816574155,0.4420635301858636,,,,,,,,,,,8ac9ec213fd4ef60b2d683e2b020be846aca86c68e49f3d5cba732f4f07bee55
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:test_cal.npz@8ac9ec21,,NK cell,2903.0,0.31393256191775737,0.007068283725177595,0.14955486013410466,0.006999675794365755,0.3198504030787545,0.16081258985383518,0.3165526803789654,0.15035209764944443,0.30426373060427564,0.14187177893784655,0.3088486199144082,0.14747696425736226,0.3201473756123828,0.14726086997203494,,,,,,,,,,,8ac9ec213fd4ef60b2d683e2b020be846aca86c68e49f3d5cba732f4f07bee55
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:test_raw.npz@fedb8e80,,T cell,2872.0,0.36336291194719167,0.0028199088652300355,0.2236384144692763,0.0032253171018307453,0.3617462126565721,0.21908432217048351,0.36579161091046564,0.22797840549803958,0.3667167722313345,0.22444084102834636,0.3625779949477229,0.22412478085311263,0.3599819689898633,0.22256372279639938,,,,,,,,,,,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:test_raw.npz@fedb8e80,,B cell,3000.0,0.3248208708685944,0.008154873100578273,0.27931155373231836,0.008954498639805141,0.3308578638905947,0.28572369600104663,0.3229978824311,0.2747613978929066,0.32055835842322433,0.27695133080314244,0.3146453929225994,0.2683086071752129,0.33504485667545353,0.29081273678928327,,,,,,,,,,,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:test_raw.npz@fedb8e80,,Monocyte,3030.0,0.5654552470491723,0.004267011143541678,0.43903043050954854,0.00833298418423765,0.5600169497605484,0.4403206397573963,0.5646905534508179,0.4262125550258175,0.5631032219535006,0.43632030694803753,0.5692114435140305,0.44490637911751024,0.5702540665669635,0.44739227169898105,,,,,,,,,,,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:test_raw.npz@fedb8e80,,NK cell,2903.0,0.292797127836203,0.006435643737834463,0.15950470052624693,0.0071776916383514385,0.2994358221003928,0.17159749718595954,0.295643868168676,0.15963759195372043,0.2831085254153118,0.15355696271318559,0.2897678816846682,0.1579054855850066,0.29602954181196617,0.1548259651933624,,,,,,,,,,,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28
+giroux2022,fewshot,fewshot_n5/draw2,split_half_A_vs_B,,mean4,,0.9104124563197754,0.0015633021491813326,0.8127871688310353,0.0037909546579630348,0.9088311577514996,0.8093151376272888,0.9121359290911484,0.8181225806819756,0.9087475188058481,0.8089520595147894,0.9116059085175545,0.8133781862735604,0.910741767432826,0.8141678800575624,0.9526629414859596,0.9759830070639475,0.8946590407353157,0.9455442276885683,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:zs_raw,zs_raw,mean4,,0.13015142999533336,0.004228399304445771,0.049238519744676815,0.003630005377183082,0.13636239918373066,0.05249733179547312,0.13012305098156532,0.04500475091019195,0.1261766221703114,0.05211051364772904,0.12633605856186725,0.04563337007285777,0.13175901907919207,0.05094663229713221,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:zs_pseudo,zs_pseudo,mean4,,0.3289924805831215,0.00339181305966619,0.28228864965818296,0.005063180885984964,0.32370387345787105,0.2736931721097629,0.3307119550251725,0.28635037367819716,0.32831405329940405,0.2832642074712548,0.3294413756109485,0.2825054935327051,0.33279114552221156,0.28563000149899487,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:zs_cal,zs_cal,mean4,,0.12121579536405473,0.004432461718123096,0.048393861554410486,0.004981803461279211,0.1286104575090441,0.05676119380137558,0.11924925873691433,0.04452354668451948,0.11711848643935846,0.04470216545981187,0.11946293680209093,0.04758562382729749,0.1216378373328659,0.04839677799904802,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:lora5,lora5,mean4,,0.22682396314633807,0.003742245848824014,0.15324348284242756,0.004032344602247083,0.23283624828611393,0.1591728175368209,0.22338539401467816,0.14894817519978792,0.22399525939622927,0.1553461729980658,0.2268733179847536,0.15149698618398738,0.22702959604991532,0.15125326229347597,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,generated:scsemi5,scsemi5,mean4,,0.3606682995958165,0.0029515558388762326,0.2595976459375807,0.0019333872627476422,0.35991969202706947,0.256434951445185,0.3635486635035035,0.2614894847218959,0.358044698125,0.2593034709296993,0.35783318520540536,0.26055199739004686,0.363995259118104,0.26020832520107645,,,,,,,,,,,
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:all_usable_raw.npz@ac755a41,,mean4,,0.3866090394252903,0.00288440725348831,0.2753712748093475,0.0034025512726557003,0.38801421210202697,0.2791815387787215,0.38728097874026485,0.27214748759262103,0.3833717195058428,0.272817360373178,0.38405067826725525,0.27381131318271057,0.39032760851106163,0.27889867411950653,,,,,,,,,,,ac755a41a900fac61df07f3a95be029353cfd4869439fa19612e599527d37665
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:all_usable_pseudo.npz@6400d82f,,mean4,,0.6742906105457502,0.004849595073523503,0.6472507997257992,0.0054953746229586984,0.6694595056335665,0.6403267710308871,0.6785573866992665,0.6538409607034201,0.6714039877328453,0.6440334093816448,0.671643317674657,0.6464998840437214,0.6803888549884164,0.6515529734693225,,,,,,,,,,,6400d82fe1115aed544736b06fe6513734b9e1818dce1bc902c6501676f5a86c
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:test_cal.npz@8ac9ec21,,mean4,,0.4040239235047601,0.002836453405203112,0.26890120944291346,0.0034749797665260184,0.4045619847999216,0.2730120702053633,0.4049452519040379,0.2650955717811149,0.4012202767954627,0.2663406844669751,0.4013584205637413,0.26805143758014593,0.40803368346063684,0.2720062831809681,,,,,,,,,,,8ac9ec213fd4ef60b2d683e2b020be846aca86c68e49f3d5cba732f4f07bee55
+giroux2022,fewshot,fewshot_n5/draw2,broadcast:test_raw.npz@fedb8e80,,mean4,,0.3866090394252903,0.00288440725348831,0.2753712748093475,0.0034025512726557003,0.38801421210202697,0.2791815387787215,0.38728097874026485,0.27214748759262103,0.3833717195058428,0.272817360373178,0.38405067826725525,0.27381131318271057,0.39032760851106163,0.27889867411950653,,,,,,,,,,,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28

paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_contrast/giroux2022/fewshot_n5/draw2/contrast.csv

@@ -0,0 +1,51 @@
+dataset,design,unit,arm,celltype,statistic,label,n_genes,pearson_r_generated,spearman_r_generated,pearson_r_broadcast,spearman_r_broadcast,partial_r_generated_given_broadcast,r_generated_vs_broadcast,condition,condition_sha256,pearson_r_generated_scorer,pearson_r_broadcast_scorer,partial_r_generated_given_broadcast_scorer,r_generated_vs_broadcast_scorer
+giroux2022,fewshot,fewshot_n5/draw2,zs_raw,T cell,mean_cp10k,"Zero-shot, real bulk",2872.0,0.14397016191553766,0.016532420473257366,0.3625775242708975,0.22323593127763247,-0.030556133392040795,0.46654281710684725,all_usable_raw.npz@ac755a41,ac755a41a900fac61df07f3a95be029353cfd4869439fa19612e599527d37665,0.1439701619155376,0.3625775242708975,-0.0305561333920407,0.4665428171068472
+giroux2022,fewshot,fewshot_n5/draw2,zs_raw,T cell,pseudobulk_log1p_cpm,"Zero-shot, real bulk",2872.0,0.17447764077038894,0.11327416428255847,0.48116424377694494,0.3463859605703262,0.0022555045507770474,0.3587798543726568,all_usable_raw.npz@ac755a41,ac755a41a900fac61df07f3a95be029353cfd4869439fa19612e599527d37665,0.1744776407703889,0.4811642437769449,0.002255504550777,0.3587798543726568
+giroux2022,fewshot,fewshot_n5/draw2,zs_raw,B cell,mean_cp10k,"Zero-shot, real bulk",3000.0,0.06173189662694892,-0.00014524478935907338,0.3415650846257105,0.2993936857436755,-0.05303201850634976,0.3190311674110173,all_usable_raw.npz@ac755a41,ac755a41a900fac61df07f3a95be029353cfd4869439fa19612e599527d37665,0.0617318966269489,0.3415650846257105,-0.0530320185063497,0.3190311674110173
+giroux2022,fewshot,fewshot_n5/draw2,zs_raw,B cell,pseudobulk_log1p_cpm,"Zero-shot, real bulk",3000.0,0.06232270197053618,0.050108633134158344,0.444312077425732,0.3516596722234813,-0.036360642070210655,0.21191713485965297,all_usable_raw.npz@ac755a41,ac755a41a900fac61df07f3a95be029353cfd4869439fa19612e599527d37665,0.0623227019705361,0.444312077425732,-0.0363606420702106,0.2119171348596529
+giroux2022,fewshot,fewshot_n5/draw2,zs_raw,Monocyte,mean_cp10k,"Zero-shot, real bulk",3030.0,0.22644808650898382,0.1816038980774673,0.5778525672489366,0.4664231041385811,0.02014997306219945,0.3653872472310362,all_usable_raw.npz@ac755a41,ac755a41a900fac61df07f3a95be029353cfd4869439fa19612e599527d37665,0.2264480865089838,0.5778525672489366,0.0201499730621994,0.3653872472310362
+giroux2022,fewshot,fewshot_n5/draw2,zs_raw,Monocyte,pseudobulk_log1p_cpm,"Zero-shot, real bulk",3030.0,0.16606851324369948,0.18162481783751847,0.5873665894516398,0.5217205232537168,0.02070152562413051,0.25515392303446227,all_usable_raw.npz@ac755a41,ac755a41a900fac61df07f3a95be029353cfd4869439fa19612e599527d37665,0.1660685132436994,0.5873665894516398,0.0207015256241305,0.2551539230344622
+giroux2022,fewshot,fewshot_n5/draw2,zs_raw,NK cell,mean_cp10k,"Zero-shot, real bulk",2903.0,0.09535887335188668,-0.006112311050219593,0.3037611845888768,0.1692627083984911,0.00324229551774799,0.30423972391563425,all_usable_raw.npz@ac755a41,ac755a41a900fac61df07f3a95be029353cfd4869439fa19612e599527d37665,0.0953588733518866,0.3037611845888768,0.0032422955177479,0.3042397239156342
+giroux2022,fewshot,fewshot_n5/draw2,zs_raw,NK cell,pseudobulk_log1p_cpm,"Zero-shot, real bulk",2903.0,0.10493794165353987,0.09462827817309329,0.3887293796905318,0.28915447376659875,0.030121452539670125,0.2000008336990853,all_usable_raw.npz@ac755a41,ac755a41a900fac61df07f3a95be029353cfd4869439fa19612e599527d37665,0.1049379416535398,0.3887293796905318,0.0301214525396701,0.2000008336990853
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,T cell,mean_cp10k,"Zero-shot, sc pseudobulk input (reference)",2872.0,0.5252071126245531,0.4497870537642003,0.8120057344992674,0.8269862118601987,0.22959491460406484,0.5042962573963145,all_usable_pseudo.npz@6400d82f,6400d82fe1115aed544736b06fe6513734b9e1818dce1bc902c6501676f5a86c,0.5252071126245531,0.8120057344992674,0.2295949146040648,0.5042962573963145
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,T cell,pseudobulk_log1p_cpm,"Zero-shot, sc pseudobulk input (reference)",2872.0,0.34128620681729865,0.3752056718803044,0.8868573348481142,0.8784189054815189,0.08096113462093205,0.34524005778714423,all_usable_pseudo.npz@6400d82f,6400d82fe1115aed544736b06fe6513734b9e1818dce1bc902c6501676f5a86c,0.3412862068172986,0.8868573348481142,0.080961134620932,0.3452400577871442
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,B cell,mean_cp10k,"Zero-shot, sc pseudobulk input (reference)",3000.0,0.24814622400446837,0.22935264481515447,0.5761576652197266,0.597008325000925,0.13827256185671832,0.24028457224991953,all_usable_pseudo.npz@6400d82f,6400d82fe1115aed544736b06fe6513734b9e1818dce1bc902c6501676f5a86c,0.2481462240044683,0.5761576652197266,0.1382725618567183,0.2402845722499195
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,B cell,pseudobulk_log1p_cpm,"Zero-shot, sc pseudobulk input (reference)",3000.0,0.13495410124856458,0.1582691002866778,0.693666177748419,0.63409534956615,0.048770739915616576,0.14443991474628493,all_usable_pseudo.npz@6400d82f,6400d82fe1115aed544736b06fe6513734b9e1818dce1bc902c6501676f5a86c,0.1349541012485645,0.693666177748419,0.0487707399156165,0.1444399147462849
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,Monocyte,mean_cp10k,"Zero-shot, sc pseudobulk input (reference)",3030.0,0.2120358253552907,0.18247092270647858,0.6882147697015769,0.6109903212858534,0.06933423219939726,0.2370881556678639,all_usable_pseudo.npz@6400d82f,6400d82fe1115aed544736b06fe6513734b9e1818dce1bc902c6501676f5a86c,0.2120358253552907,0.6882147697015769,0.0693342321993972,0.2370881556678639
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,Monocyte,pseudobulk_log1p_cpm,"Zero-shot, sc pseudobulk input (reference)",3030.0,0.18268746652428966,0.19913523735157357,0.7747556688352731,0.749140158138421,0.04868076030142776,0.19685014519599736,all_usable_pseudo.npz@6400d82f,6400d82fe1115aed544736b06fe6513734b9e1818dce1bc902c6501676f5a86c,0.1826874665242896,0.7747556688352731,0.0486807603014277,0.1968501451959973
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,NK cell,mean_cp10k,"Zero-shot, sc pseudobulk input (reference)",2903.0,0.3593087219767419,0.3016126466548949,0.6838617307048493,0.6723335155244937,0.19947559913369317,0.3240767195209785,all_usable_pseudo.npz@6400d82f,6400d82fe1115aed544736b06fe6513734b9e1818dce1bc902c6501676f5a86c,0.3593087219767419,0.6838617307048493,0.1994755991336931,0.3240767195209785
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,NK cell,pseudobulk_log1p_cpm,"Zero-shot, sc pseudobulk input (reference)",2903.0,0.17905447057567886,0.22216169053069515,0.7209451463612875,0.7211067625726523,0.05897145748004079,0.1927386033198356,all_usable_pseudo.npz@6400d82f,6400d82fe1115aed544736b06fe6513734b9e1818dce1bc902c6501676f5a86c,0.1790544705756788,0.7209451463612875,0.0589714574800407,0.1927386033198356
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,T cell,mean_cp10k,Zero-shot + calibration,2872.0,0.14154596786114698,0.04628713240691114,0.38329843701645966,0.213411916633028,0.028536387574351455,0.3037699435177096,test_cal.npz@8ac9ec21,8ac9ec213fd4ef60b2d683e2b020be846aca86c68e49f3d5cba732f4f07bee55,0.1415459678611469,0.3832984370164596,0.0285363875743514,0.3037699435177096
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,T cell,pseudobulk_log1p_cpm,Zero-shot + calibration,2872.0,0.15784423922463067,0.10503170873143733,0.4747544047646253,0.34431238625889343,0.03669018159165953,0.26692574863441587,test_cal.npz@8ac9ec21,8ac9ec213fd4ef60b2d683e2b020be846aca86c68e49f3d5cba732f4f07bee55,0.1578442392246306,0.4747544047646253,0.0366901815916595,0.2669257486344158
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,B cell,mean_cp10k,Zero-shot + calibration,3000.0,0.07670733853373353,0.04370974528182238,0.3609972861980007,0.2932499735048026,0.012480906290079509,0.18077649826352285,test_cal.npz@8ac9ec21,8ac9ec213fd4ef60b2d683e2b020be846aca86c68e49f3d5cba732f4f07bee55,0.0767073385337335,0.3609972861980007,0.0124809062900795,0.1807764982635228
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,B cell,pseudobulk_log1p_cpm,Zero-shot + calibration,3000.0,0.08722207046919282,0.0901532896287035,0.437090265234792,0.3492003892832877,0.033580617723502425,0.13104738863449547,test_cal.npz@8ac9ec21,8ac9ec213fd4ef60b2d683e2b020be846aca86c68e49f3d5cba732f4f07bee55,0.0872220704691928,0.437090265234792,0.0335806177235024,0.1310473886344954
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,Monocyte,mean_cp10k,Zero-shot + calibration,3030.0,0.17407541855114855,0.10193573658101608,0.5852162661382408,0.45964637008478104,0.03462427714487915,0.2510153870985584,test_cal.npz@8ac9ec21,8ac9ec213fd4ef60b2d683e2b020be846aca86c68e49f3d5cba732f4f07bee55,0.1740754185511485,0.5852162661382408,0.0346242771448791,0.2510153870985584
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,Monocyte,pseudobulk_log1p_cpm,Zero-shot + calibration,3030.0,0.1286427922712667,0.09522850035393164,0.5770383522220583,0.5180341123324896,0.021820539529430603,0.19263078973142073,test_cal.npz@8ac9ec21,8ac9ec213fd4ef60b2d683e2b020be846aca86c68e49f3d5cba732f4f07bee55,0.1286427922712667,0.5770383522220583,0.0218205395294306,0.1926307897314207
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,NK cell,mean_cp10k,Zero-shot + calibration,2903.0,0.09945111323166839,-0.00430321134989204,0.32463997994190347,0.15764824804804553,0.03973153515993903,0.19275589715815702,test_cal.npz@8ac9ec21,8ac9ec213fd4ef60b2d683e2b020be846aca86c68e49f3d5cba732f4f07bee55,0.0994511132316683,0.3246399799419034,0.039731535159939,0.192755897158157
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,NK cell,pseudobulk_log1p_cpm,Zero-shot + calibration,2903.0,0.13768299212427346,0.08319194115104123,0.3841670593225392,0.2868740698046924,0.09502403057804559,0.1320225348719771,test_cal.npz@8ac9ec21,8ac9ec213fd4ef60b2d683e2b020be846aca86c68e49f3d5cba732f4f07bee55,0.1376829921242734,0.3841670593225392,0.0950240305780455,0.1320225348719771
+giroux2022,fewshot,fewshot_n5/draw2,lora5,T cell,mean_cp10k,"LoRA, 5 donors",2872.0,0.39295735513399194,0.2436652666316662,0.3625775242708975,0.22323593127763247,0.3053570338266592,0.34795914770236325,test_raw.npz@fedb8e80,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28,0.3929573551339919,0.3625775242708975,0.3053570338266592,0.3479591477023632
+giroux2022,fewshot,fewshot_n5/draw2,lora5,T cell,pseudobulk_log1p_cpm,"LoRA, 5 donors",2872.0,0.23075183891010345,0.23727013043854636,0.48116424377694494,0.3463859605703262,0.14133227103006615,0.22891464451325108,test_raw.npz@fedb8e80,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28,0.2307518389101034,0.4811642437769449,0.1413322710300661,0.228914644513251
+giroux2022,fewshot,fewshot_n5/draw2,lora5,B cell,mean_cp10k,"LoRA, 5 donors",3000.0,0.11347619638859899,0.0764636574572824,0.3415650846257105,0.2993936857436755,0.06458209256144816,0.15671443480870773,test_raw.npz@fedb8e80,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28,0.1134761963885989,0.3415650846257105,0.0645820925614481,0.1567144348087077
+giroux2022,fewshot,fewshot_n5/draw2,lora5,B cell,pseudobulk_log1p_cpm,"LoRA, 5 donors",3000.0,0.05372831198518793,0.05651477554053573,0.444312077425732,0.3516596722234813,0.02410217120824618,0.07245493244047738,test_raw.npz@fedb8e80,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28,0.0537283119851879,0.444312077425732,0.0241021712082461,0.0724549324404773
+giroux2022,fewshot,fewshot_n5/draw2,lora5,Monocyte,mean_cp10k,"LoRA, 5 donors",3030.0,0.31711250437197397,0.24936564277105336,0.5778525672489366,0.4664231041385811,0.18778265707978434,0.29539435149046567,test_raw.npz@fedb8e80,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28,0.3171125043719739,0.5778525672489366,0.1877826570797843,0.2953943514904656
+giroux2022,fewshot,fewshot_n5/draw2,lora5,Monocyte,pseudobulk_log1p_cpm,"LoRA, 5 donors",3030.0,0.12772833929003624,0.14270551234337467,0.5873665894516398,0.5217205232537168,0.04373934871002777,0.15794823743217365,test_raw.npz@fedb8e80,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28,0.1277283392900362,0.5873665894516398,0.0437393487100277,0.1579482374321736
+giroux2022,fewshot,fewshot_n5/draw2,lora5,NK cell,mean_cp10k,"LoRA, 5 donors",2903.0,0.09850982188738314,0.054201666613999576,0.3037611845888768,0.1692627083984911,0.043914704890616885,0.18904522782491234,test_raw.npz@fedb8e80,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28,0.0985098218873831,0.3037611845888768,0.0439147048906168,0.1890452278249123
+giroux2022,fewshot,fewshot_n5/draw2,lora5,NK cell,pseudobulk_log1p_cpm,"LoRA, 5 donors",2903.0,-0.010475530244771094,0.000982359120578215,0.3887293796905318,0.28915447376659875,-0.04188204303316508,0.07206106345246699,test_raw.npz@fedb8e80,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28,-0.010475530244771,0.3887293796905318,-0.041882043033165,0.0720610634524669
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,T cell,mean_cp10k,"scSemiProfiler, 5 donors",2872.0,0.43117796928054064,0.3747515816261657,0.3625775242708975,0.22323593127763247,0.3339624845269787,0.4039525134360446,test_raw.npz@fedb8e80,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28,0.4311779692805406,0.3625775242708975,0.3339624845269787,0.4039525134360446
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,T cell,pseudobulk_log1p_cpm,"scSemiProfiler, 5 donors",2872.0,0.31891762187983613,0.31729035466310246,0.48116424377694494,0.3463859605703262,0.17981592342062347,0.3567556343125867,test_raw.npz@fedb8e80,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28,0.3189176218798361,0.4811642437769449,0.1798159234206234,0.3567556343125867
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,B cell,mean_cp10k,"scSemiProfiler, 5 donors",3000.0,0.1992220828379527,0.09266008751312638,0.3415650846257105,0.2993936857436755,0.11504696980471642,0.2792941715323474,test_raw.npz@fedb8e80,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28,0.1992220828379527,0.3415650846257105,0.1150469698047164,0.2792941715323474
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,B cell,pseudobulk_log1p_cpm,"scSemiProfiler, 5 donors",3000.0,0.09468576544910536,0.07782294814983307,0.444312077425732,0.3516596722234813,0.010332090385157994,0.19266402159098042,test_raw.npz@fedb8e80,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28,0.0946857654491053,0.444312077425732,0.0103320903851579,0.1926640215909804
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,Monocyte,mean_cp10k,"scSemiProfiler, 5 donors",3030.0,0.4805150068957985,0.3433914221105554,0.5778525672489366,0.4664231041385811,0.30595475561882823,0.44445930428739494,test_raw.npz@fedb8e80,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28,0.4805150068957985,0.5778525672489366,0.3059547556188282,0.4444593042873949
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,Monocyte,pseudobulk_log1p_cpm,"scSemiProfiler, 5 donors",3030.0,0.2709290391548918,0.2548060144165707,0.5873665894516398,0.5217205232537168,0.12163697531621802,0.30145613255212306,test_raw.npz@fedb8e80,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28,0.2709290391548918,0.5873665894516398,0.121636975316218,0.301456132552123
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,NK cell,mean_cp10k,"scSemiProfiler, 5 donors",2903.0,0.3682124898292522,0.2557061318683151,0.3037611845888768,0.1692627083984911,0.2867571616066126,0.38036620459356885,test_raw.npz@fedb8e80,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28,0.3682124898292522,0.3037611845888768,0.2867571616066126,0.3803662045935688
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,NK cell,pseudobulk_log1p_cpm,"scSemiProfiler, 5 donors",2903.0,0.2082649534639458,0.1758270143366383,0.3887293796905318,0.28915447376659875,0.11534086796602389,0.2727463573506937,test_raw.npz@fedb8e80,fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28,0.2082649534639458,0.3887293796905318,0.1153408679660238,0.2727463573506937
+giroux2022,fewshot,fewshot_n5/draw2,zs_raw,mean4,mean_cp10k,"Zero-shot, real bulk",,0.13187725460083927,0.0479696906777865,0.39643909018360535,0.28957885738959505,-0.015048970829610778,0.3638002389161337,,,0.13187725460083924,0.39643909018360535,-0.015048970829610776,0.3638002389161337
+giroux2022,fewshot,fewshot_n5/draw2,zs_raw,mean4,pseudobulk_log1p_cpm,"Zero-shot, real bulk",,0.12695169940954112,0.10990897335683214,0.4753930725862121,0.3772301574535308,0.0041794601610917565,0.25646293649146434,,,0.12695169940954104,0.4753930725862121,0.00417946016109175,0.2564629364914643
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,mean4,mean_cp10k,"Zero-shot, sc pseudobulk input (reference)",,0.33617447099026354,0.29080581698518204,0.6900599750313551,0.6768295934178677,0.15916932694846841,0.3264364262087691,,,0.3361744709902635,0.6900599750313551,0.15916932694846836,0.3264364262087691
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,mean4,pseudobulk_log1p_cpm,"Zero-shot, sc pseudobulk input (reference)",,0.20949556129145797,0.2386929250123127,0.7690560819482735,0.7456902939396856,0.05934602307950429,0.21981718026231553,,,0.20949556129145788,0.7690560819482735,0.05934602307950423,0.2198171802623155
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,mean4,mean_cp10k,Zero-shot + calibration,,0.12294495954442436,0.046907350729964395,0.4135379923236512,0.28098912706766427,0.02884327654231229,0.23207943150948696,,,0.1229449595444243,0.4135379923236512,0.028843276542312245,0.23207943150948696
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,mean4,pseudobulk_log1p_cpm,Zero-shot + calibration,,0.12784802352234093,0.09340135996627842,0.46826252038600374,0.3746052394198408,0.04677884235565954,0.1806566154680773,,,0.12784802352234087,0.46826252038600374,0.046778842355659496,0.18065661546807726
+giroux2022,fewshot,fewshot_n5/draw2,lora5,mean4,mean_cp10k,"LoRA, 5 donors",,0.230513969445487,0.1559240583685004,0.39643909018360535,0.28957885738959505,0.15040912208962715,0.24727829045661226,,,0.23051396944548697,0.39643909018360535,0.1504091220896271,0.24727829045661218
+giroux2022,fewshot,fewshot_n5/draw2,lora5,mean4,pseudobulk_log1p_cpm,"LoRA, 5 donors",,0.10043323998513913,0.10936819436075873,0.4753930725862121,0.3772301574535308,0.04182293697879375,0.13284471945959228,,,0.10043323998513912,0.4753930725862121,0.04182293697879372,0.1328447194595922
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,mean4,mean_cp10k,"scSemiProfiler, 5 donors",,0.36978188721088606,0.26662730577954064,0.39643909018360535,0.28957885738959505,0.260430342889284,0.377018048462339,,,0.369781887210886,0.39643909018360535,0.26043034288928396,0.3770180484623389
+giroux2022,fewshot,fewshot_n5/draw2,scsemi5,mean4,pseudobulk_log1p_cpm,"scSemiProfiler, 5 donors",,0.22319934498694477,0.20643658289153613,0.4753930725862121,0.3772301574535308,0.10678146427200584,0.28090553645159594,,,0.22319934498694474,0.4753930725862121,0.10678146427200577,0.28090553645159594

paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_contrast/giroux2022/fewshot_n5/draw2/deg_limma.csv

@@ -0,0 +1,76 @@
+dataset,design,unit,arm,celltype,method,deg_scored,pred_defined,overlap,overlap_scorer,obs_list_size,gen_list_size,n_sig_obs,n_sig_gen,n_tested_obs,n_tested_gen,G_both,chance_overlap,broadcast_overlap,broadcast_overlap_scorer,broadcast_list_size,n_sig_broadcast,n_tested_broadcast,G_both_broadcast,broadcast_chance_overlap,condition
+giroux2022,fewshot,fewshot_n5/draw2,zs_raw,T cell,welch,True,True,0,0.0,26,0,26,0,5225,3981,3965,0.0,0,0.0,0,0,5468,5201,0.0,all_usable_raw.npz@ac755a41
+giroux2022,fewshot,fewshot_n5/draw2,zs_raw,B cell,welch,True,True,0,0.0,27,0,27,0,4949,3550,3533,0.0,0,0.0,0,0,5468,4928,0.0,all_usable_raw.npz@ac755a41
+giroux2022,fewshot,fewshot_n5/draw2,zs_raw,Monocyte,welch,True,True,0,0.0,0,0,0,0,5151,3757,3740,0.0,0,0.0,0,0,5468,5128,0.0,all_usable_raw.npz@ac755a41
+giroux2022,fewshot,fewshot_n5/draw2,zs_raw,NK cell,welch,True,True,0,0.0,10,0,10,0,4963,3413,3403,0.0,0,0.0,0,0,5468,4943,0.0,all_usable_raw.npz@ac755a41
+giroux2022,fewshot,fewshot_n5/draw2,zs_raw,DC,welch,True,True,0,0.0,0,0,0,0,4691,3260,3248,0.0,0,0.0,0,0,5468,4672,0.0,all_usable_raw.npz@ac755a41
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,T cell,welch,True,True,0,0.0,26,0,26,0,5225,3564,3559,0.0,2,2.0,3,3,5345,5225,0.01492822966507177,all_usable_pseudo.npz@6400d82f
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,B cell,welch,True,True,0,0.0,27,0,27,0,4949,2749,2746,0.0,0,0.0,3,3,5345,4949,0.016366942816730654,all_usable_pseudo.npz@6400d82f
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,Monocyte,welch,True,True,0,0.0,0,0,0,0,5151,2942,2938,0.0,0,0.0,3,3,5345,5151,0.0,all_usable_pseudo.npz@6400d82f
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,NK cell,welch,True,True,0,0.0,10,2,10,2,4963,2701,2697,0.007415647015202077,0,0.0,3,3,5345,4963,0.006044731009470079,all_usable_pseudo.npz@6400d82f
+giroux2022,fewshot,fewshot_n5/draw2,zs_pseudo,DC,welch,True,True,0,0.0,0,1,0,1,4691,2086,2085,0.0,0,0.0,3,3,5345,4691,0.0,all_usable_pseudo.npz@6400d82f
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,T cell,welch,True,True,0,0.0,26,0,26,0,5225,3670,3664,0.0,0,0.0,0,0,5468,5201,0.0,test_cal.npz@8ac9ec21
+giroux2022,fewshot,fewshot_n5/draw2,zs_cal,B cell,welch,True,True,0,0.0,27,0,27,0,4949,2923,2916,0.0,0,0.0,0,0,5468,4928,0.0,test_cal.npz@8ac9ec21
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