Archive 4 checkpoints (1-4)

paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/ji2025_chili/fewshot_n5/draw4/en.csv

@@ -0,0 +1,25 @@
+dataset,design,unit,set,cellset,distance,n_samples,n_cells_real,n_cells_gen,n_pcs,lb,ub,dif_mean,en,lb_exact,lb_queries,n_representative_rows,en_reps_at_lb,seconds
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,24,3600,3600,100,225.2510517227366,360.28454746919533,250.697372088555,0.1884445057513497,True,"[3600, 3600]",,,5.4
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,24,3600,3600,100,14.719819846031164,18.538806737018856,15.492058442065861,0.20221032909462947,True,"[3600, 3600]",,,5.4
+ji2025_chili,fewshot,draw4,real_R2,all,sq,24,43225,43240,100,175.4150211367802,255.962512823752,178.2598789677887,0.035319012068859075,False,"[20000, 20000]",,,13.3
+ji2025_chili,fewshot,draw4,real_R2,all,l2,24,43225,43240,100,13.05463037237756,15.731868658951006,13.142467221218942,0.03280875269186564,False,"[20000, 20000]",,,13.3
+ji2025_chili,fewshot,draw4,zs_raw,pc,sq,24,3600,3600,100,326.5528826276443,291.0391439365897,861.3328857957031,-15.058397760378927,True,"[3600, 3600]",,,7.1
+ji2025_chili,fewshot,draw4,zs_raw,pc,l2,24,3600,3600,100,17.392069275156587,16.58994655485755,28.866915322045525,-14.305599076673778,True,"[3600, 3600]",,,7.1
+ji2025_chili,fewshot,draw4,zs_raw,all,sq,24,86465,36000,100,206.20429129325439,217.46445717012648,648.5442305477567,39.283607727577966,False,"[20000, 20000]",,,18.8
+ji2025_chili,fewshot,draw4,zs_raw,all,l2,24,86465,36000,100,13.962318874141463,14.498313450368498,25.117245003541342,20.811639938451385,False,"[20000, 20000]",,,18.8
+ji2025_chili,fewshot,draw4,zs_cal,pc,sq,24,3600,3600,100,280.15680849196445,312.4207050579972,693.8803840620731,12.8231125066795,True,"[3600, 3600]",,,5.4
+ji2025_chili,fewshot,draw4,zs_cal,pc,l2,24,3600,3600,100,16.275282025995434,17.210628739825793,25.87044222779723,10.258399436192427,True,"[3600, 3600]",,,5.4
+ji2025_chili,fewshot,draw4,zs_cal,all,sq,24,86465,36000,100,190.87165600000552,222.95048224307433,546.618133231059,11.089759785332504,False,"[20000, 20000]",,,18.8
+ji2025_chili,fewshot,draw4,zs_cal,all,l2,24,86465,36000,100,13.532496276134184,14.68587068047035,23.0614049998976,8.261765379861936,False,"[20000, 20000]",,,18.8
+ji2025_chili,fewshot,draw4,lora5,pc,sq,24,3600,3600,100,254.71388802031865,344.68268633818144,409.47347506981754,1.7201473171035147,True,"[3600, 3600]",,,6.8
+ji2025_chili,fewshot,draw4,lora5,pc,l2,24,3600,3600,100,15.682300693372914,18.15044973814703,19.792125342692174,1.6651444360789756,True,"[3600, 3600]",,,6.8
+ji2025_chili,fewshot,draw4,lora5,all,sq,24,86465,36000,100,186.01109495384526,234.99134117029453,305.71330561068294,2.4438874832898962,False,"[20000, 20000]",,,20.8
+ji2025_chili,fewshot,draw4,lora5,all,l2,24,86465,36000,100,13.441580913689485,15.108057434862454,17.2004803777735,2.255597013415027,False,"[20000, 20000]",,,20.8
+ji2025_chili,fewshot,draw4,zs_pseudo,pc,sq,24,3600,3600,100,218.22562202362846,354.8328920428526,370.21901262000637,1.112630320296925,True,"[3600, 3600]",,,6.1
+ji2025_chili,fewshot,draw4,zs_pseudo,pc,l2,24,3600,3600,100,14.409250856529262,18.390660746518595,18.816380796628764,1.1069269585079844,True,"[3600, 3600]",,,6.1
+ji2025_chili,fewshot,draw4,zs_pseudo,all,sq,24,86465,36000,100,166.12098117266225,237.2776793504463,288.61937468552634,1.7215300407391514,False,"[20000, 20000]",,,16.6
+ji2025_chili,fewshot,draw4,zs_pseudo,all,l2,24,86465,36000,100,12.681064218254777,15.181061667018648,16.690217283878887,1.6036628627786977,False,"[20000, 20000]",,,16.6
+ji2025_chili,fewshot,draw4,scsemi5,pc,sq,24,3600,3600,100,179.5500440330534,355.2610241043121,541.5926607552095,2.060443898129369,True,"[3600, 3600]",9.0,1.4985046531849955,5.6
+ji2025_chili,fewshot,draw4,scsemi5,pc,l2,24,3600,3600,100,12.906373737836113,18.385071982190762,22.674500184919022,1.7829283547689754,True,"[3600, 3600]",9.0,1.2966751671047094,5.6
+ji2025_chili,fewshot,draw4,scsemi5,all,sq,24,86465,36000,100,148.76618970209682,229.46985278409693,486.97157338032866,4.190706725847047,False,"[20000, 20000]",9.0,3.0477867097069433,20.6
+ji2025_chili,fewshot,draw4,scsemi5,all,l2,24,86465,36000,100,11.878241967305303,14.905882344779636,21.49805435866433,3.177329930902793,False,"[20000, 20000]",9.0,2.31078540429294,20.6

paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/ji2025_chili/fewshot_n5/draw4/en_per_sample.csv

@@ -0,0 +1,577 @@
+dataset,design,unit,set,cellset,distance,donor,n_real,n_gen,partner,dif,en_i
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N032_AC,150,150,N043_FU1,319.13715194490726,0.6952800836797771
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N038_BC,150,150,N150_BC,246.44638054953413,0.15696349050012187
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N038_AC,150,150,N128_BC,260.1963047875058,0.2587895164203039
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N055_AC,150,150,N136_TOL,250.29484381966554,0.18546355449429824
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N136_TOL,150,150,N032_AC,203.83577175161898,-0.15859235408766528
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N136_FU1,150,150,N038_AC,179.10280856399763,-0.3417540433477908
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N138_TOL,150,150,N150_BC,258.3808233141332,0.24534484135404167
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N138_FU1,150,150,N136_TOL,221.67406768138136,-0.026489605572171917
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N128_BC,150,150,N012_TOL,258.87267020980534,0.24898724795066607
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N128_AC,150,150,N012_TOL,249.76767138351414,0.18155954213619985
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N147_TOL,150,150,N032_AC,195.23981636272936,-0.22225030311262084
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N150_BC,150,150,N032_AC,170.48021712062672,-0.40560924753772626
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N159_BC,150,150,N035_TOL,199.7611360426271,-0.18876735390135957
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N001_TOL,150,150,N150_BC,336.9663651884678,0.8273155697271576
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N001_FU1,150,150,N043_FU1,281.2163437868393,0.41445488583946677
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N012_TOL,150,150,N043_TOL,260.07991706462343,0.2579275989957493
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N012_FU1,150,150,N038_BC,254.59839602726512,0.21733381145394925
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N018_BC,150,150,N035_TOL,294.31948387866527,0.511491106514881
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N018_AC,150,150,N001_FU1,259.8499048652267,0.25622422756094154
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N022_TOL,150,150,N128_AC,237.64677897770258,0.09179742541984111
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N022_FU1,150,150,N012_TOL,272.46197126173587,0.3496237676290579
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+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N043_TOL,150,150,N012_FU1,288.8563357422643,0.47103338077653056
+ji2025_chili,fewshot,draw4,real_R2,pc,sq,N043_FU1,150,150,N138_TOL,281.61954381720994,0.4174408118731653
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N032_AC,150,150,N043_FU1,17.65183018968083,0.7677455899544524
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N038_BC,150,150,N150_BC,15.309541982413332,0.1544184762125879
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+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N055_AC,150,150,N136_TOL,15.640467828496336,0.24107126019148686
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N136_TOL,150,150,N032_AC,13.949602472311225,-0.20168107294045737
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+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N138_TOL,150,150,N150_BC,15.832693612817666,0.2914054953717536
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N138_FU1,150,150,N136_TOL,14.608104226877948,-0.029252684636559046
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N128_BC,150,150,N012_TOL,15.808441611105026,0.2850551196294668
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N128_AC,150,150,N012_TOL,15.485267151674355,0.2004320327596688
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N147_TOL,150,150,N032_AC,13.719702764147932,-0.2618802081367122
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N150_BC,150,150,N032_AC,12.863532353877217,-0.4860680450447586
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N159_BC,150,150,N035_TOL,13.741302240796546,-0.2562243948895953
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N001_TOL,150,150,N150_BC,18.18308798889199,0.9068552057703276
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N001_FU1,150,150,N043_FU1,16.45051702135978,0.45318227706223174
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+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N012_FU1,150,150,N038_BC,15.598562352542636,0.23009833015797695
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N018_BC,150,150,N035_TOL,16.90240173362127,0.5715080857545529
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N018_AC,150,150,N001_FU1,15.765643847892006,0.27384854457836694
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N022_TOL,150,150,N128_AC,15.15408893481559,0.11371316560662822
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N022_FU1,150,150,N012_TOL,16.148645812301755,0.3741374367224021
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N035_TOL,150,150,N055_AC,15.035859005381617,0.08275471175254982
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N043_TOL,150,150,N012_FU1,16.65983768885978,0.5079927997152346
+ji2025_chili,fewshot,draw4,real_R2,pc,l2,N043_FU1,150,150,N138_TOL,16.368706251549508,0.4317601637778593
+ji2025_chili,fewshot,draw4,real_R2,all,sq,N032_AC,3675,3675,N012_FU1,238.57221660893924,0.7840988483862922
+ji2025_chili,fewshot,draw4,real_R2,all,sq,N038_BC,1400,1401,N032_AC,173.77390580093424,-0.020374505791238815
+ji2025_chili,fewshot,draw4,real_R2,all,sq,N038_AC,1988,1988,N159_BC,192.86733931216082,0.21667115648001548
+ji2025_chili,fewshot,draw4,real_R2,all,sq,N055_AC,2154,2154,N018_BC,177.89085830820574,0.030737607336641378
+ji2025_chili,fewshot,draw4,real_R2,all,sq,N136_TOL,379,380,N012_TOL,158.16192375851435,-0.21419782313415572
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+ji2025_chili,fewshot,draw4,real_R2,all,sq,N128_BC,1951,1951,N022_TOL,181.79673554078553,0.07922921335410792
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paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/ji2025_chili/fewshot_n5/draw4/manifest.json

@@ -0,0 +1,99 @@
+{
+ "schema": "paired_ft_extra_metrics.v1",
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+ "design": "fewshot",
+ "unit": "draw4",
+ "written_utc": "2026-10-01T15:49:29.056675+00:00",
+ "command": [
+  "tools/extra_metrics.py",
+  "--design",
+  "fewshot",
+  "--dataset",
+  "ji2025_chili",
+  "--draws",
+  "0,1,2,3,4",
+  "--threads",
+  "6",
+  "--fetch-dir",
+  "/tmp/claude-1000/-home-sj-server-1/c8102cb0-e04f-4e04-adda-0728604e4435/scratchpad/fetch"
+ ],
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+ "n_samples": 24,
+ "calls": {
+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ji2025_chili/fewshot_n5/draw4": {
+   "arms": [
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+    "lora5",
+    "zs_pseudo"
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+  },
+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ji2025_chili/fewshot_n5/draw4_scsemi5": {
+   "arms": [
+    "scsemi5"
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+  "en_lb_max_queries_all_cells": 20000,
+  "en_all_cells": true
+ },
+ "n_representative_rows": 9,
+ "fetched_from_server2": [],
+ "code_sha256": {
+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/extra_metrics.py": "4e69c029476c108d843265cbc4a9098eab9c7998cb74ae715ce8251287457fef",
+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/ft_common.py": "4a6366b0f22208cd58714fc0261b8840c643b9d4569704d560cfd93534cbc747",
+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py": "ec5f40b4cea6d5062d0138f3b934abb6465e34cbfeac869c8a0906924c033aec",
+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/utility_studies_final6k_20260925/umap/cell_immicro_5arm/tools/stage_b_embed.py": "d056cfdf38fb0e5f478756f370174e993b75d0c973c48e02e21749175a4ca2da"
+ },
+ "seconds": 317.3,
+ "max_abs_diff_k10_pooled": 0.0,
+ "extra_metrics_py_sha256_ran": "b65e022452d8fccbd2e9b349265d54d3833faf1876dbfd753cf0279678d02671",
+ "code_sha256_note": "code_sha256 was hashed when the unit finished; extra_metrics_py_sha256_ran is the file the process loaded at start (scores_extra/_code/). v1-v3 differ only in the collector and the per-unit lock; metric code identical (scores_extra/_code/README.md)"
+}

paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/ji2025_chili/fewshot_n5/draw4/metrics.csv

@@ -0,0 +1,25 @@
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+ji2025_chili,fewshot,draw4,"Zero-shot, real bulk",zs_raw,R2,raw,3600,3600,,,,,,,,,,,,,0.9995356867283951,0.0006098355234720049,0.9995817901234568,0.0003143258879495895,0.9977777777777778,0.9966666666666667,0.9988888888888889,0.3233833370466733,0.27407886289494376,0.0980973202029285,0.6955595201445456,30.074587073897746,4.7
+ji2025_chili,fewshot,draw4,"Zero-shot, real bulk",zs_raw,R2,dm,3600,3600,,,,,,,,,,,,,0.9961032021604938,0.002123652967995584,0.9964797453703703,0.001047472443020634,0.9770833333333333,0.9722222222222222,0.9819444444444444,0.19976355696833747,0.14056455328938,0.047420216498608836,0.3877483267563263,30.074587073897746,4.8
+ji2025_chili,fewshot,draw4,Zero-shot + calibration,zs_cal,R1,raw,3600,3600,0.39361111111111113,0.058055555555555555,0.22999999999999998,0.8751041738984521,0.5597222222222222,0.07694444444444444,0.23205555555555554,0.9688150860696122,0.7775,0.11055555555555556,0.3716111111111111,0.9990308797468164,0.9969483024691359,0.0013849336377567902,0.9991840277777777,0.00039585253368499716,0.9856944444444444,0.9733333333333334,0.9980555555555556,0.22523369380310726,0.14898948565485814,0.04920373809603262,0.42342691755399803,30.074587073897746,5.5
+ji2025_chili,fewshot,draw4,Zero-shot + calibration,zs_cal,R1,dm,3600,3600,0.3958333333333333,0.17694444444444443,0.25787037037037036,0.8751041738984521,0.5330555555555555,0.25055555555555553,0.27744444444444444,0.9688150860696122,0.7252777777777778,0.3933333333333333,0.2965833333333333,0.9990308797468164,0.9888994984567901,0.0015154011166344822,0.9911824845679013,0.0008108273606863834,0.9473611111111111,0.9208333333333333,0.9738888888888889,0.07875372969170236,0.036521074779999774,0.010823830448303928,0.12609863492000606,30.074587073897746,4.9
+ji2025_chili,fewshot,draw4,Zero-shot + calibration,zs_cal,R2,raw,3600,3600,,,,,,,,,,,,,0.9987644675925926,0.0009694172326903227,0.9992719907407407,0.0002023020370955618,0.9925,0.9894444444444445,0.9955555555555555,0.23301263053510923,0.14998888948393807,0.04920759154303256,0.43220911156207986,30.074587073897746,5.5
+ji2025_chili,fewshot,draw4,Zero-shot + calibration,zs_cal,R2,dm,3600,3600,,,,,,,,,,,,,0.9915997299382717,0.0018545843114107818,0.9913458719135801,0.002283968498050536,0.955,0.9438888888888889,0.9661111111111111,0.08001761881249603,0.03658156726691719,0.010793870131016847,0.12739305621043007,30.074587073897746,5.2
+ji2025_chili,fewshot,draw4,"LoRA, 5 donors",lora5,R1,raw,3600,3600,0.8694444444444445,0.4652777777777778,1.5272222222222223,0.8751041738984521,0.9347222222222222,0.5625,1.498,0.9688150860696122,0.9827777777777778,0.6936111111111111,1.4538055555555556,0.9990308797468164,0.9359384645061729,0.004700692688824698,0.9617361111111112,0.0033684204710049247,0.8466666666666667,0.7219444444444445,0.9713888888888889,0.11230879502322189,0.05960212858537606,0.017793284525281727,0.18970420813387967,30.074587073897746,6.7
+ji2025_chili,fewshot,draw4,"LoRA, 5 donors",lora5,R1,dm,3600,3600,0.8711111111111111,0.6691666666666667,1.6175925925925927,0.8751041738984521,0.9330555555555555,0.7752777777777777,1.6085,0.9688150860696122,0.9777777777777777,0.8783333333333333,1.6229166666666668,0.9990308797468164,0.8749207175925926,0.007668281515394676,0.9166136188271604,0.006544476912239439,0.7520833333333333,0.5933333333333334,0.9108333333333334,0.05748332432067704,0.030199025523186318,0.00946134036720614,0.0971436902110695,30.074587073897746,6.2
+ji2025_chili,fewshot,draw4,"LoRA, 5 donors",lora5,R2,raw,3600,3600,,,,,,,,,,,,,0.9521701388888889,0.0036446670639339773,0.9465860339506171,0.0014649916295129306,0.8630555555555556,0.8397222222222223,0.8863888888888889,0.10642582103933174,0.05890504173616229,0.01805813645995835,0.18338899923545238,30.074587073897746,5.5
+ji2025_chili,fewshot,draw4,"LoRA, 5 donors",lora5,R2,dm,3600,3600,,,,,,,,,,,,,0.8735516975308644,0.00913180092361648,0.8989313271604938,0.006576694458688331,0.77625,0.7138888888888889,0.8386111111111111,0.05415069376671888,0.03014573891604644,0.009671475585093514,0.09396790826785884,30.074587073897746,5.5
+ji2025_chili,fewshot,draw4,"Zero-shot, sc pseudobulk input (reference)",zs_pseudo,R1,raw,3600,3600,0.9125,0.48777777777777775,2.192407407407407,0.8751041738984521,0.9588888888888889,0.5822222222222222,2.1476111111111114,0.9688150860696122,0.9902777777777778,0.7075,2.137638888888889,0.9990308797468164,0.933672260802469,0.006031415426920412,0.9817793209876543,0.0023137211882583966,0.8461111111111111,0.7038888888888889,0.9883333333333333,0.05680261987038382,0.026218019967780393,0.007587420776736131,0.09060806061490034,30.074587073897746,6.5
+ji2025_chili,fewshot,draw4,"Zero-shot, sc pseudobulk input (reference)",zs_pseudo,R1,dm,3600,3600,0.8863888888888889,0.56,1.9994444444444444,0.8751041738984521,0.9413888888888889,0.6644444444444444,1.9979444444444443,0.9688150860696122,0.9808333333333333,0.7902777777777777,2.0060277777777777,0.9990308797468164,0.9282619598765433,0.0061778381453729036,0.9755665509259259,0.0034464386518457493,0.8269444444444445,0.6736111111111112,0.9802777777777778,0.04437004805807798,0.020937906884612945,0.0063523791207518165,0.07166033406344274,30.074587073897746,6.1
+ji2025_chili,fewshot,draw4,"Zero-shot, sc pseudobulk input (reference)",zs_pseudo,R2,raw,3600,3600,,,,,,,,,,,,,0.9583335262345678,0.008635245187504564,0.976432098765432,0.002387162266940881,0.8931944444444444,0.83,0.9563888888888888,0.05131456697953796,0.024997927196883207,0.00755399251777078,0.08386648669419194,30.074587073897746,4.8
+ji2025_chili,fewshot,draw4,"Zero-shot, sc pseudobulk input (reference)",zs_pseudo,R2,dm,3600,3600,,,,,,,,,,,,,0.9503416280864198,0.00636905702554534,0.9708800154320987,0.0014535884985009764,0.8733333333333333,0.7944444444444444,0.9522222222222222,0.04082386665940052,0.02029203269963431,0.006366785391952456,0.06748268475098729,30.074587073897746,5.3
+ji2025_chili,fewshot,draw4,"scSemiProfiler, 5 donors",scsemi5,R1,raw,3600,3600,0.5688888888888889,0.08777777777777777,0.40055555555555555,0.8751041738984521,0.7213888888888889,0.11638888888888889,0.4064444444444445,0.9688150860696122,0.8622222222222222,0.15805555555555556,0.40872222222222226,0.9990308797468164,0.9938242669753086,0.002252359310028818,0.9991903935185185,0.0004734235098754717,0.9777777777777777,0.9563888888888888,0.9991666666666666,0.24775340075554003,0.15077175610088767,0.0492424226002266,0.4477675794566543,30.074587073897746,5.8
+ji2025_chili,fewshot,draw4,"scSemiProfiler, 5 donors",scsemi5,R1,dm,3600,3600,0.30972222222222223,0.075,0.21333333333333335,0.8751041738984521,0.4011111111111111,0.10722222222222222,0.22394444444444445,0.9688150860696122,0.5433333333333333,0.16694444444444445,0.23222222222222225,0.9990308797468164,0.9934783950617284,0.0020613305114088884,0.9991271219135802,0.0004033752314884896,0.9811111111111112,0.9641666666666666,0.9980555555555556,0.2122628785492655,0.1215027280943981,0.039079438173083014,0.37284504481674663,30.074587073897746,5.3
+ji2025_chili,fewshot,draw4,"scSemiProfiler, 5 donors",scsemi5,R2,raw,3600,3600,,,,,,,,,,,,,0.997077739197531,0.001422799511818336,0.9993487654320987,0.00019982906014066505,0.99,0.9813888888888889,0.9986111111111111,0.25356720420148027,0.15251542539694207,0.049693856085151866,0.4557764856835742,30.074587073897746,5.2
+ji2025_chili,fewshot,draw4,"scSemiProfiler, 5 donors",scsemi5,R2,dm,3600,3600,,,,,,,,,,,,,0.9957716049382717,0.0011872260022599368,0.999037037037037,0.0007741790709288111,0.9872222222222222,0.9772222222222222,0.9972222222222222,0.21533743776249936,0.12222561527744702,0.0392757013249323,0.3768387543648787,30.074587073897746,5.0