Archive 4 checkpoints (1-4)
Browse files- paper-releases/pbisc-diffusion/updates/20261013T094815Z-all-celltypes-final-palette-142/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/final_palette_20261013/strict_sepsis_realism.proof.json +92 -0
- paper-releases/pbisc-diffusion/updates/20261013T094815Z-all-celltypes-final-palette-142/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/pair_budget_celltypes_20261013/donor_fractions_long.csv +0 -0
- paper-releases/pbisc-diffusion/updates/20261013T094815Z-all-celltypes-final-palette-142/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/pair_budget_celltypes_20261013/result.json +382 -0
- paper-releases/pbisc-diffusion/updates/20261013T094815Z-all-celltypes-final-palette-142/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/pair_budget_celltypes_20261013/summary.csv +67 -0
paper-releases/pbisc-diffusion/updates/20261013T094815Z-all-celltypes-final-palette-142/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/final_palette_20261013/strict_sepsis_realism.proof.json
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paper-releases/pbisc-diffusion/updates/20261013T094815Z-all-celltypes-final-palette-142/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/pair_budget_celltypes_20261013/donor_fractions_long.csv
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paper-releases/pbisc-diffusion/updates/20261013T094815Z-all-celltypes-final-palette-142/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/pair_budget_celltypes_20261013/result.json
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| 1 |
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{
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"schema": "pbisc.pair_budget_celltypes.v1",
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"slides": [
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"kind": "content",
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"key": "pair_budget_fraction_correlation",
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"role": "f3_pair_budget_fraction_correlation",
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"title": "Healthy pair budget: correlation in all cell types",
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"section_label": "Fig. 3 · Pair budget",
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"layout": "full",
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| 11 |
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"keywords": [],
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"figures": [
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"replaces_figure": "fig2_healthy_pairs",
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"footnote": "107 donors, pooled 5-fold CV. Training n + 7 validation pairs; calibration uses the same n + 7. All = 78–79 training pairs.",
|
| 19 |
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"footnote_full": "Historical ImMicro healthy five-fold CV: 107 unique donors, one held-out prediction per donor per arm. All six saved cell types are included, with the identical observed fractions and scoring reference across arms. The x-axis is training pairs: 0=raw zero-shot with no pairs; 5/10/20/40/all LoRA training pairs plus 7 inner-validation pairs per fold for early stopping. All means 78–79 training pairs. Calibration fits alpha on exactly the same training plus validation pairs, including at all. This is not the strict five-total-pair experiment. Correlation is Pearson between generated and observed donor fractions over pooled 107 donors, not an average of fold correlations. MAE is mean(abs(generated_fraction-observed_fraction))*100 in percentage points, with equal donor weights. No statistical significance or universal improvement is claimed. Missing correlation remains NA; no undefined value is replaced by zero. No donor/type/arm selection by outcome, no new generation, and no scSemiProfiler arm added to the original fig2_healthy_pairs comparison. MAE panels have explicitly labelled per-celltype axis ranges; correlation axes are shared.",
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"proof_scope": "Saved score-table/metadata consistency and input file hashes; generated arrays/checkpoints are not re-read or re-hashed."
|
| 382 |
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|
paper-releases/pbisc-diffusion/updates/20261013T094815Z-all-celltypes-final-palette-142/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/pair_budget_celltypes_20261013/summary.csv
ADDED
|
@@ -0,0 +1,67 @@
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|
| 1 |
+
method,arm,budget,x_position,cell_type,n_donors,pearson_r,pearson_status,mae_percentage_points,source
|
| 2 |
+
raw,zs__raw,0,0,T cell,107,0.6043108678294744,defined,19.237542358246515,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
|
| 3 |
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raw,zs__raw,0,0,B cell,107,0.5279396755398867,defined,2.6842911550563016,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
|
| 4 |
+
raw,zs__raw,0,0,Monocyte,107,0.83681722751143,defined,17.087594945156052,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
|
| 5 |
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raw,zs__raw,0,0,NK cell,107,0.49394160824576433,defined,3.273872194817116,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
|
| 6 |
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raw,zs__raw,0,0,DC,107,0.18088173026483248,defined,0.8458379076935483,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
|
| 7 |
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raw,zs__raw,0,0,Other,107,0.1592205362646403,defined,2.3575107931937245,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
|
| 8 |
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lora,lora_n5__raw,5,1,T cell,107,0.6315475665249288,defined,6.071384344869655,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
|
| 9 |
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lora,lora_n5__raw,5,1,B cell,107,0.7291313018373328,defined,1.640312008890251,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
|
| 10 |
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lora,lora_n5__raw,5,1,Monocyte,107,0.8134328996487339,defined,3.437385417373321,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
|
| 11 |
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lora,lora_n5__raw,5,1,NK cell,107,0.19927421883785934,defined,4.452512835689386,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
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| 12 |
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lora,lora_n5__raw,5,1,DC,107,0.2680483393296435,defined,1.0899334219834182,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
|
| 13 |
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lora,lora_n5__raw,5,1,Other,107,0.08217308793263463,defined,0.4535904149288469,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
|
| 14 |
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lora,lora_n10__raw,10,2,T cell,107,0.5957704370194422,defined,6.9040570464971305,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
|
| 15 |
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lora,lora_n10__raw,10,2,B cell,107,0.7212947581946605,defined,1.8151810272253563,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
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| 16 |
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lora,lora_n10__raw,10,2,Monocyte,107,0.7612668103183707,defined,4.470917410795324,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
|
| 17 |
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lora,lora_n10__raw,10,2,NK cell,107,0.39716857270640166,defined,4.092400469288625,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
|
| 18 |
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lora,lora_n10__raw,10,2,DC,107,0.2954432450326944,defined,0.8830167832135237,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
|
| 19 |
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lora,lora_n10__raw,10,2,Other,107,0.11900797705081113,defined,0.6225612243830404,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
|
| 20 |
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lora,lora_n20__raw,20,3,T cell,107,0.641096535536512,defined,6.667432002687558,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
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| 21 |
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lora,lora_n20__raw,20,3,B cell,107,0.7429431917092263,defined,1.6049380418273782,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
|
| 22 |
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lora,lora_n20__raw,20,3,Monocyte,107,0.7864676702206628,defined,3.5921604030327696,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
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| 23 |
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lora,lora_n20__raw,20,3,NK cell,107,0.5643593920183632,defined,3.9475852427680946,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
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| 24 |
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lora,lora_n20__raw,20,3,DC,107,0.3109282869507256,defined,0.8441901913342423,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
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| 25 |
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lora,lora_n20__raw,20,3,Other,107,0.046015611587672964,defined,0.5761225057050658,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
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| 26 |
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lora,lora_n40__raw,40,4,T cell,107,0.6991147198279734,defined,6.94353320238667,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
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| 27 |
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lora,lora_n40__raw,40,4,B cell,107,0.7669770248551713,defined,1.5937767596840846,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
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| 28 |
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lora,lora_n40__raw,40,4,Monocyte,107,0.8072462606251652,defined,3.773975977717579,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
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| 29 |
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lora,lora_n40__raw,40,4,NK cell,107,0.6993357449065647,defined,3.615081058719766,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
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| 30 |
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lora,lora_n40__raw,40,4,DC,107,0.21646013014283505,defined,0.7228165526420354,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
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| 31 |
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lora,lora_n40__raw,40,4,Other,107,0.12302872814220552,defined,0.48930516920774286,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
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lora,real_lora__raw,all,5,T cell,107,0.7406200271862479,defined,6.4289589745401665,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
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lora,real_lora__raw,all,5,B cell,107,0.7522272982606776,defined,1.5777556768194012,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/per_donor.csv
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| 34 |
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| 46 |
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| 63 |
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