Archive 4 checkpoints (1-4)
Browse files- paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/sec07_rank_sweep_slide_text.json +37 -0
- paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/sec09_extra_quoted_numbers.csv +15 -0
- paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/sec09_fewpair_disease.csv +505 -0
- paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/sec09_fivefold.csv +114 -0
paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/sec07_rank_sweep_slide_text.json
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{
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"section": "07-rank",
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"slides": [
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{
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"title": "LoRA rank: r = 4, 16, 64",
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"layout": "full",
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"figures": [
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"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/presentations/2026-09-30--paper-summary--r00/figures/sec07_rank_sweep.png"
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],
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"keywords": [
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"ImMicro r64 vs r16: coverage 0.78 → 0.82",
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"ImMicro r4 vs r16: L1 0.162 → 0.186",
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"Kept r16; r64 precision 0.92 → 0.90"
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],
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"footnote": "LoRA fine-tune of the final model (f01 6k·1x·E16) with rank r and alpha = r, same recipe as the deck's r = 16 runs (early stop on 7–8 inner-val pairs, 20k step cap); n = training pairs, nested subsets; donor-level 5-fold CV, each pair scored once by its fold model (pooled call). Trainable parameters r4 324,056, r16 1,296,224, r64 5,184,896. ImMicro n = 5: r4: L1 0.162, P/C 0.937 / 0.789 (L1 vs r16 -0.009, Wilcoxon p 0.00088, 107 donors); r16: L1 0.171, P/C 0.946 / 0.839; r64: L1 0.177, P/C 0.946 / 0.847 (L1 vs r16 +0.005, Wilcoxon p 0.0076, 107 donors) | ImMicro n = 20: r4: L1 0.171, P/C 0.925 / 0.715 (L1 vs r16 -0.001, Wilcoxon p 0.32, 107 donors); r16: L1 0.172, P/C 0.920 / 0.755; r64: L1 0.172, P/C 0.905 / 0.794 (L1 vs r16 -0.001, Wilcoxon p 0.66, 107 donors) | ImMicro n = 78–79 (every training donor of the fold): r4: L1 0.186, P/C 0.933 / 0.712 (L1 vs r16 +0.024, Wilcoxon p 9.8e-09, 107 donors); r16: L1 0.162, P/C 0.924 / 0.784; r64: L1 0.161, P/C 0.904 / 0.816 (L1 vs r16 -0.001, Wilcoxon p 0.89, 107 donors) | Sepsis n = 5: r4: L1 0.426, P/C 0.907 / 0.742, logFC r 0.27, DEG 2 (L1 vs r16 -0.002, Wilcoxon p 0.97, 82 donors); r16: L1 0.428, P/C 0.911 / 0.767, logFC r 0.29, DEG 5; r64: L1 0.429, P/C 0.906 / 0.766, logFC r 0.31, DEG 1 (L1 vs r16 +0.001, Wilcoxon p 0.66, 82 donors) | Sepsis n = 20: r4: L1 0.378, P/C 0.929 / 0.769, logFC r 0.31, DEG 14 (L1 vs r16 -0.003, Wilcoxon p 0.58, 82 donors); r16: L1 0.380, P/C 0.927 / 0.807, logFC r 0.37, DEG 18; r64: L1 0.376, P/C 0.911 / 0.808, logFC r 0.43, DEG 18 (L1 vs r16 -0.004, Wilcoxon p 0.046, 82 donors) | Sepsis n = 58–59 (every training donor of the fold): r4: L1 0.363, P/C 0.923 / 0.789, logFC r 0.48, DEG 18 (L1 vs r16 +0.002, Wilcoxon p 0.77, 82 donors); r16: L1 0.362, P/C 0.926 / 0.829, logFC r 0.53, DEG 23; r64: L1 0.367, P/C 0.907 / 0.824, logFC r 0.55, DEG 26 (L1 vs r16 +0.005, Wilcoxon p 0.66, 82 donors). r64 vs r16 brings small gains in coverage and disease signal but slightly lower precision and no composition change; r4 is worse with many pairs; at n = 5 the ranks are mixed. r = 16 is kept. Scores: scores/<cohort>/lora_rank_20261001/pooled (r4, r64) and scores/<cohort>/pooled{,_deg} (r16); table: scores/<cohort>/rankcal_20261001.md.",
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"footnote_short": "Sepsis, 58–59 pairs/fold: r64 logFC r 0.53 → 0.55, DEG 23 → 26; r4 0.48, DEG 18. Pooled 5-fold scores.",
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"numbers": [
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{
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"value": "ImMicro 78–79 pairs/fold coverage r16 0.784 -> r64 0.816; precision 0.924 -> 0.904; L1 r16 0.162, r4 0.186 (Wilcoxon p 9.8e-09)",
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"source": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/pooled/summary.json; /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/lora_rank_20261001/pooled/summary.json, per_donor.csv"
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},
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{
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"value": "Sepsis 58–59 pairs/fold logFC r r16 0.527, r64 0.553, r4 0.476; DEG 23 / 26 / 18",
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"source": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/pooled_deg/summary.json, contrast.csv; /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/lora_rank_20261001/pooled/summary.json, contrast.csv"
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},
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{
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"value": "trainable parameters: r4 324056, r16 1296224, r64 5184896",
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"source": "runs/<cohort>/fold<k>/<arm>/RUN.json (trainable.n_trainable)"
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}
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]
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}
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],
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"scripts": [
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"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/presentations/2026-09-30--paper-summary--r00/tools/sec07_rank_sweep.py"
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],
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"generated_from": "tools/sec07_rank_sweep.py (rerun to refresh; do not edit by hand)"
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}
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paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/sec09_extra_quoted_numbers.csv
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slide,value,source
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a,"LoRA-5 best of 4 arms (draws): kNN AUC 25/25, RF AUC 25/25, 1-NN 25/25, MMD² 23/25, E_N 22/25","/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_extra/<cohort>/fewshot_n5/draw<j>/{metrics,en}.csv"
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a,E_N LoRA-5 < scSemi-5 in 25/25 draws; cohort means scSemi-5 vs LoRA-5: ImMicro 3.65 vs 1.55; Sepsis 3.83 vs 1.46; Imperial 2.04 vs 1.28; Giroux 3.79 vs 1.99; Ji 4.27 vs 2.60,"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_extra/<cohort>/fewshot_n5/draw<j>/en.csv (cellset all, distance sq)"
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a,"LoRA-5 kNN AUC cohort means: ImMicro 0.943, Sepsis 0.936, Imperial 0.918, Giroux 0.893, Ji 0.955; per draw 0.878–0.975","/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_extra/<cohort>/fewshot_n5/draw<j>/{metrics,en}.csv"
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a,"real vs real: kNN AUC ImMicro 0.502, Sepsis 0.501, Imperial 0.498, Giroux 0.495, Ji 0.491; E_N ImMicro 0.382, Sepsis 0.100, Imperial 0.260, Giroux 0.145, Ji 0.073","/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_extra/<cohort>/fewshot_n5/draw<j>/{metrics,en}.csv"
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a,"LoRA-5 worse than a comparator (draws): vs zero-shot + calibration: Sepsis precision k5 1/5 (0.778 vs 0.752), precision k10 2/5 (0.906 vs 0.899); Imperial MMD² (σ = m) 1/5 (0.0156 vs 0.0218), MMD² (σ sum) 1/5 (0.0443 vs 0.0673), E_N (all cells) 3/5 (1.28 vs 1.22), precision k3 2/5 (0.610 vs 0.598), precision k5 2/5 (0.726 vs 0.719), precision k10 2/5 (0.853 vs 0.845); Giroux MMD² (σ = m) 1/5 (0.0178 vs 0.0257), MMD² (σ sum) 1/5 (0.0584 vs 0.0838), precision k5 1/5 (0.995 vs 0.981), precision k10 1/5 (1.000 vs 0.996)","/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_extra/<cohort>/fewshot_n5/draw<j>/{metrics,en}.csv"
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a,"cross-check: 720 cohort × arm × metric values equal scores_extra/{fewshot,pooled}_headline.csv",/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_extra/fewshot_headline.csv; /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_extra/pooled_headline.csv
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b,LoRA first among 4 arms in all 5 cohorts on 12/12 metrics,"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_extra/<cohort>/pooled/{metrics,en}.csv"
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b,"Ji E_N: LoRA 1.948; Zero-shot, real bulk 10.125, Zero-shot + calibration 7.076, sc-only fine-tune (+ calibration) 7.215","/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_extra/<cohort>/pooled/{metrics,en}.csv"
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b,"LoRA kNN AUC (pooled): ImMicro 0.941, Sepsis 0.886, Imperial 0.866, Giroux 0.881, Ji 0.908","/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_extra/<cohort>/pooled/{metrics,en}.csv"
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b,"scSemiProfiler, 5-fold CV: not available",/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/presentations/2026-09-30--paper-summary--r00/data/sec09_extra_scsemi_status.csv
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c,"LoRA-5 first on coverage at k = 3, 5 and 10: 25/25 draws","/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_extra/<cohort>/fewshot_n5/draw<j>/{metrics,en}.csv"
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c,LoRA-5 first on precision (draws) at k = 3/5/10: 23/21/20 of 25,"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_extra/<cohort>/fewshot_n5/draw<j>/{metrics,en}.csv"
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c,"real vs real coverage at k = 3: ImMicro 0.932, Sepsis 0.925, Imperial 0.919, Giroux 0.993, Ji 0.980","/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_extra/<cohort>/fewshot_n5/draw<j>/{metrics,en}.csv"
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c,every set falls with smaller k (cohort means): True,"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_extra/<cohort>/fewshot_n5/draw<j>/{metrics,en}.csv"
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paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/sec09_fewpair_disease.csv
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| 1 |
+
figure,dataset,metric,series,draw,value,source
|
| 2 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,zs_raw,0,-0.027692,scores/ye2026_sepsis/fewshot_n5/draw0/summary.json
|
| 3 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,zs_raw,1,-0.0466189,scores/ye2026_sepsis/fewshot_n5/draw1/summary.json
|
| 4 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,zs_raw,2,0.00511656,scores/ye2026_sepsis/fewshot_n5/draw2/summary.json
|
| 5 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,zs_raw,3,-0.0239191,scores/ye2026_sepsis/fewshot_n5/draw3/summary.json
|
| 6 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,zs_raw,4,-0.0272155,scores/ye2026_sepsis/fewshot_n5/draw4/summary.json
|
| 7 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,zs_cal,0,0.0666328,scores/ye2026_sepsis/fewshot_n5/draw0/summary.json
|
| 8 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,zs_cal,1,0.084852,scores/ye2026_sepsis/fewshot_n5/draw1/summary.json
|
| 9 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,zs_cal,2,0.16981,scores/ye2026_sepsis/fewshot_n5/draw2/summary.json
|
| 10 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,zs_cal,3,0.0971587,scores/ye2026_sepsis/fewshot_n5/draw3/summary.json
|
| 11 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,zs_cal,4,0.0597262,scores/ye2026_sepsis/fewshot_n5/draw4/summary.json
|
| 12 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,scsemi5,0,0.412613,scores/ye2026_sepsis/fewshot_n5/draw0_scsemi5/summary.json
|
| 13 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,scsemi5,1,0.33044,scores/ye2026_sepsis/fewshot_n5/draw1_scsemi5/summary.json
|
| 14 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,scsemi5,2,0.310198,scores/ye2026_sepsis/fewshot_n5/draw2_scsemi5/summary.json
|
| 15 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,scsemi5,3,0.50624,scores/ye2026_sepsis/fewshot_n5/draw3_scsemi5/summary.json
|
| 16 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,scsemi5,4,0.453002,scores/ye2026_sepsis/fewshot_n5/draw4_scsemi5/summary.json
|
| 17 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,lora,0,0.435991,scores/ye2026_sepsis/fewshot_n5/draw0/summary.json
|
| 18 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,lora,1,0.081237,scores/ye2026_sepsis/fewshot_n5/draw1/summary.json
|
| 19 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,lora,2,0.327219,scores/ye2026_sepsis/fewshot_n5/draw2/summary.json
|
| 20 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,lora,3,0.410884,scores/ye2026_sepsis/fewshot_n5/draw3/summary.json
|
| 21 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,lora,4,0.495261,scores/ye2026_sepsis/fewshot_n5/draw4/summary.json
|
| 22 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,ref_broadcast,mean,0.320026,scores/ye2026_sepsis/fewshot_n5/draw0/summary.json;scores/ye2026_sepsis/fewshot_n5/draw1/summary.json;scores/ye2026_sepsis/fewshot_n5/draw2/summary.json;scores/ye2026_sepsis/fewshot_n5/draw3/summary.json;scores/ye2026_sepsis/fewshot_n5/draw4/summary.json
|
| 23 |
+
sec09_fewpair_disease,ye2026_sepsis,contrast_r,ref_ceiling,mean,0.989152,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast/fewshot_ceiling.csv
|
| 24 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,zs_raw,0,-0.066037,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 25 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,zs_raw,1,-0.0756856,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 26 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,zs_raw,2,-0.0328982,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 27 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,zs_raw,3,-0.0427221,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 28 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,zs_raw,4,-0.0546694,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 29 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,zs_cal,0,0.129871,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 30 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,zs_cal,1,0.0985732,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 31 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,zs_cal,2,0.155185,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 32 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,zs_cal,3,0.123985,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 33 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,zs_cal,4,0.138114,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 34 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,scsemi5,0,0.0658067,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 35 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,scsemi5,1,0.16095,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 36 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,scsemi5,2,0.214406,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 37 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,scsemi5,3,0.2385,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 38 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,scsemi5,4,0.106125,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 39 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,lora,0,0.242134,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 40 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,lora,1,0.0747176,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 41 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,lora,2,0.107515,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 42 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,lora,3,0.297964,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 43 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,lora,4,0.381905,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 44 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,ref_broadcast,mean,0.334337,scores/ye2026_sepsis/fewshot_n5/draw0/summary.json;scores/ye2026_sepsis/fewshot_n5/draw1/summary.json;scores/ye2026_sepsis/fewshot_n5/draw2/summary.json;scores/ye2026_sepsis/fewshot_n5/draw3/summary.json;scores/ye2026_sepsis/fewshot_n5/draw4/summary.json
|
| 45 |
+
sec09_fewpair_disease,ye2026_sepsis,spearman_r,ref_ceiling,mean,0.954044,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast/fewshot_ceiling.csv
|
| 46 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,zs_raw,0,11,scores/ye2026_sepsis/fewshot_n5/draw0/summary.json
|
| 47 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,zs_raw,1,12,scores/ye2026_sepsis/fewshot_n5/draw1/summary.json
|
| 48 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,zs_raw,2,10,scores/ye2026_sepsis/fewshot_n5/draw2/summary.json
|
| 49 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,zs_raw,3,8,scores/ye2026_sepsis/fewshot_n5/draw3/summary.json
|
| 50 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,zs_raw,4,9,scores/ye2026_sepsis/fewshot_n5/draw4/summary.json
|
| 51 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,zs_cal,0,13,scores/ye2026_sepsis/fewshot_n5/draw0/summary.json
|
| 52 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,zs_cal,1,10,scores/ye2026_sepsis/fewshot_n5/draw1/summary.json
|
| 53 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,zs_cal,2,10,scores/ye2026_sepsis/fewshot_n5/draw2/summary.json
|
| 54 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,zs_cal,3,6,scores/ye2026_sepsis/fewshot_n5/draw3/summary.json
|
| 55 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,zs_cal,4,8,scores/ye2026_sepsis/fewshot_n5/draw4/summary.json
|
| 56 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,scsemi5,0,0,scores/ye2026_sepsis/fewshot_n5/draw0_scsemi5/summary.json
|
| 57 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,scsemi5,1,2,scores/ye2026_sepsis/fewshot_n5/draw1_scsemi5/summary.json
|
| 58 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,scsemi5,2,6,scores/ye2026_sepsis/fewshot_n5/draw2_scsemi5/summary.json
|
| 59 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,scsemi5,3,16,scores/ye2026_sepsis/fewshot_n5/draw3_scsemi5/summary.json
|
| 60 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,scsemi5,4,2,scores/ye2026_sepsis/fewshot_n5/draw4_scsemi5/summary.json
|
| 61 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,lora,0,7,scores/ye2026_sepsis/fewshot_n5/draw0/summary.json
|
| 62 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,lora,1,16,scores/ye2026_sepsis/fewshot_n5/draw1/summary.json
|
| 63 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,lora,2,26,scores/ye2026_sepsis/fewshot_n5/draw2/summary.json
|
| 64 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,lora,3,17,scores/ye2026_sepsis/fewshot_n5/draw3/summary.json
|
| 65 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,lora,4,16,scores/ye2026_sepsis/fewshot_n5/draw4/summary.json
|
| 66 |
+
sec09_fewpair_disease,ye2026_sepsis,deg,ref_broadcast,mean,20,scores/ye2026_sepsis/fewshot_n5/draw0/summary.json;scores/ye2026_sepsis/fewshot_n5/draw1/summary.json;scores/ye2026_sepsis/fewshot_n5/draw2/summary.json;scores/ye2026_sepsis/fewshot_n5/draw3/summary.json;scores/ye2026_sepsis/fewshot_n5/draw4/summary.json
|
| 67 |
+
sec09_fewpair_disease,ye2026_sepsis,deg_chance,zs_raw,0,2.76022,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 68 |
+
sec09_fewpair_disease,ye2026_sepsis,deg_chance,zs_raw,1,2.96231,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 69 |
+
sec09_fewpair_disease,ye2026_sepsis,deg_chance,zs_raw,2,2.93091,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 70 |
+
sec09_fewpair_disease,ye2026_sepsis,deg_chance,zs_raw,3,2.85916,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 71 |
+
sec09_fewpair_disease,ye2026_sepsis,deg_chance,zs_raw,4,2.88867,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 72 |
+
sec09_fewpair_disease,ye2026_sepsis,deg_chance,zs_cal,0,2.40471,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 73 |
+
sec09_fewpair_disease,ye2026_sepsis,deg_chance,zs_cal,1,2.97942,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 74 |
+
sec09_fewpair_disease,ye2026_sepsis,deg_chance,zs_cal,2,2.08407,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 75 |
+
sec09_fewpair_disease,ye2026_sepsis,deg_chance,zs_cal,3,2.57508,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 76 |
+
sec09_fewpair_disease,ye2026_sepsis,deg_chance,zs_cal,4,2.4454,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
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|
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sec09_fewpair_disease,ji2025_chili,deg,ref_broadcast,mean,1,scores/ji2025_chili/fewshot_n5/draw0/summary.json;scores/ji2025_chili/fewshot_n5/draw1/summary.json;scores/ji2025_chili/fewshot_n5/draw2/summary.json;scores/ji2025_chili/fewshot_n5/draw3/summary.json;scores/ji2025_chili/fewshot_n5/draw4/summary.json
|
| 445 |
+
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|
| 446 |
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|
| 447 |
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|
| 448 |
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|
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sec09_fewpair_disease,ji2025_chili,deg_chance,zs_raw,4,0.023731,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 450 |
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|
| 451 |
+
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|
| 452 |
+
sec09_fewpair_disease,ji2025_chili,deg_chance,zs_cal,2,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 453 |
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sec09_fewpair_disease,ji2025_chili,deg_chance,zs_cal,3,0.0119789,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 454 |
+
sec09_fewpair_disease,ji2025_chili,deg_chance,zs_cal,4,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 455 |
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sec09_fewpair_disease,ji2025_chili,deg_chance,scsemi5,0,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 456 |
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sec09_fewpair_disease,ji2025_chili,deg_chance,scsemi5,1,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 457 |
+
sec09_fewpair_disease,ji2025_chili,deg_chance,scsemi5,2,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 458 |
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sec09_fewpair_disease,ji2025_chili,deg_chance,scsemi5,3,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 459 |
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sec09_fewpair_disease,ji2025_chili,deg_chance,scsemi5,4,0.147493,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 460 |
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sec09_fewpair_disease,ji2025_chili,deg_chance,lora,0,0.0511716,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 461 |
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sec09_fewpair_disease,ji2025_chili,deg_chance,lora,1,0.0514668,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 462 |
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sec09_fewpair_disease,ji2025_chili,deg_chance,lora,2,0.111928,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 463 |
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sec09_fewpair_disease,ji2025_chili,deg_chance,lora,3,0.00420294,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 464 |
+
sec09_fewpair_disease,ji2025_chili,deg_chance,lora,4,0.0147319,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 465 |
+
sec09_fewpair_disease,ji2025_chili,limma_deg,zs_raw,0,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 466 |
+
sec09_fewpair_disease,ji2025_chili,limma_deg,zs_raw,1,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 467 |
+
sec09_fewpair_disease,ji2025_chili,limma_deg,zs_raw,2,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 468 |
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sec09_fewpair_disease,ji2025_chili,limma_deg,zs_raw,3,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 469 |
+
sec09_fewpair_disease,ji2025_chili,limma_deg,zs_raw,4,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 470 |
+
sec09_fewpair_disease,ji2025_chili,limma_deg,zs_cal,0,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 471 |
+
sec09_fewpair_disease,ji2025_chili,limma_deg,zs_cal,1,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 472 |
+
sec09_fewpair_disease,ji2025_chili,limma_deg,zs_cal,2,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 473 |
+
sec09_fewpair_disease,ji2025_chili,limma_deg,zs_cal,3,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 474 |
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sec09_fewpair_disease,ji2025_chili,limma_deg,zs_cal,4,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 475 |
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sec09_fewpair_disease,ji2025_chili,limma_deg,scsemi5,0,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 476 |
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sec09_fewpair_disease,ji2025_chili,limma_deg,scsemi5,1,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 477 |
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sec09_fewpair_disease,ji2025_chili,limma_deg,scsemi5,2,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 478 |
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sec09_fewpair_disease,ji2025_chili,limma_deg,scsemi5,3,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 479 |
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sec09_fewpair_disease,ji2025_chili,limma_deg,scsemi5,4,3,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 480 |
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sec09_fewpair_disease,ji2025_chili,limma_deg,lora,0,6,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 481 |
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sec09_fewpair_disease,ji2025_chili,limma_deg,lora,1,3,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 482 |
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sec09_fewpair_disease,ji2025_chili,limma_deg,lora,2,1,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 483 |
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sec09_fewpair_disease,ji2025_chili,limma_deg,lora,3,2,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 484 |
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sec09_fewpair_disease,ji2025_chili,limma_deg,lora,4,3,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 485 |
+
sec09_fewpair_disease,ji2025_chili,limma_deg,ref_broadcast,mean,6.2,scores/ji2025_chili/fewshot_n5/draw0/summary.json;scores/ji2025_chili/fewshot_n5/draw1/summary.json;scores/ji2025_chili/fewshot_n5/draw2/summary.json;scores/ji2025_chili/fewshot_n5/draw3/summary.json;scores/ji2025_chili/fewshot_n5/draw4/summary.json
|
| 486 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,zs_raw,0,0.408256,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 487 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,zs_raw,1,0.0678929,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 488 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,zs_raw,2,1.01159,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 489 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,zs_raw,3,0.0293822,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 490 |
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sec09_fewpair_disease,ji2025_chili,limma_chance,zs_raw,4,0.97433,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 491 |
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sec09_fewpair_disease,ji2025_chili,limma_chance,zs_cal,0,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 492 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,zs_cal,1,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 493 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,zs_cal,2,0.0316056,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 494 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,zs_cal,3,0.0225977,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 495 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,zs_cal,4,0.0310654,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 496 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,scsemi5,0,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 497 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,scsemi5,1,0,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 498 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,scsemi5,2,3.46117,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 499 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,scsemi5,3,0.109409,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 500 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,scsemi5,4,2.58335,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 501 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,lora,0,1.75371,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 502 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,lora,1,0.960018,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 503 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,lora,2,1.63925,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 504 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,lora,3,1.28064,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
| 505 |
+
sec09_fewpair_disease,ji2025_chili,limma_chance,lora,4,1.4362,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast
|
paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/sec09_fivefold.csv
ADDED
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| 1 |
+
figure,dataset,metric,series,arm_file,value,n_scored,source
|
| 2 |
+
sec09_fivefold,immicro,coverage,zs_raw,zs__raw,0.191838,107,scores/immicro/pooled/summary.json
|
| 3 |
+
sec09_fivefold,immicro,coverage,zs_cal,zs__cal,0.527227,107,scores/immicro/pooled/summary.json
|
| 4 |
+
sec09_fivefold,immicro,coverage,sconly_cal,pseudo_full__cal,0.623302,107,scores/immicro/pooled/summary.json
|
| 5 |
+
sec09_fivefold,immicro,coverage,lora,real_lora__raw,0.784299,107,scores/immicro/pooled/summary.json
|
| 6 |
+
sec09_fivefold,immicro,coverage,ref_pseudo,zs__pseudo,0.524424,,scores/immicro/pooled/summary.json
|
| 7 |
+
sec09_fivefold,ye2026_sepsis,coverage,zs_raw,zs__raw,0.0673171,82,scores/ye2026_sepsis/pooled/summary.json
|
| 8 |
+
sec09_fivefold,ye2026_sepsis,coverage,zs_cal,zs__cal,0.430813,82,scores/ye2026_sepsis/pooled/summary.json
|
| 9 |
+
sec09_fivefold,ye2026_sepsis,coverage,sconly_cal,pseudo_full__cal,0.725528,82,scores/ye2026_sepsis/pooled/summary.json
|
| 10 |
+
sec09_fivefold,ye2026_sepsis,coverage,lora,real_lora__raw,0.82935,82,scores/ye2026_sepsis/pooled/summary.json
|
| 11 |
+
sec09_fivefold,ye2026_sepsis,coverage,ref_pseudo,zs__pseudo,0.48,,scores/ye2026_sepsis/pooled/summary.json
|
| 12 |
+
sec09_fivefold,ye2026_sepsis,contrast_r,zs_raw,zs__raw,-0.0118027,82,scores/ye2026_sepsis/pooled/summary.json
|
| 13 |
+
sec09_fivefold,ye2026_sepsis,contrast_r,zs_cal,zs__cal,0.12268,82,scores/ye2026_sepsis/pooled/summary.json
|
| 14 |
+
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