Archive 4 checkpoints (1-4)
Browse files- paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_contrast/_logs/smoke_giroux_d0_20261002T152531.log +35 -0
- paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_contrast/_logs/units.tsv +4 -0
- paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_contrast/compact_fewshot.csv +101 -0
- paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_contrast/compact_learning_curve.csv +12 -0
paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_contrast/_logs/smoke_giroux_d0_20261002T152531.log
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| 1 |
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JOB_START 2026-10-02T15:25:31+09:00 --design fewshot --dataset giroux2022 --draws 0
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15:25:32 giroux2022 fewshot_n5/draw0: 11 scored samples (6 case / 5 control), 5498 genes for the disease scores (65 excluded)
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15:25:36 split half: 98594 observed cells of the 4 types, 5 seeds; mean r(A,B) T 0.956, B 0.778, Mono 0.899, NK 0.879 (4.0 s; full aggregates rebuilt = cache)
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15:25:43 zs_raw: 16500 cells; r mean_cp10k T 0.170/0.021, B 0.103/0.031, Mono 0.226/0.116, NK 0.087/-0.016 (Pearson/Spearman); repro PASS (max |d| 8.3e-17) (6 s)
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15:25:48 zs_pseudo: 16500 cells; r mean_cp10k T 0.531/0.449, B 0.286/0.226, Mono 0.214/0.169, NK 0.360/0.284 (Pearson/Spearman); repro PASS (max |d| 8.3e-17) (5 s)
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| 6 |
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15:25:50 zs_cal: 16500 cells; r mean_cp10k T 0.126/0.011, B 0.076/0.004, Mono 0.178/0.084, NK 0.068/-0.023 (Pearson/Spearman); repro PASS (max |d| 9.7e-17) (2 s)
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| 7 |
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15:25:52 lora5: 16500 cells; r mean_cp10k T 0.398/0.253, B 0.174/0.125, Mono 0.313/0.209, NK 0.089/0.054 (Pearson/Spearman); repro PASS (max |d| 8.7e-17) (2 s)
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| 8 |
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15:25:54 scsemi5: 16500 cells; r mean_cp10k T 0.467/0.414, B 0.259/0.148, Mono 0.406/0.242, NK 0.353/0.249 (Pearson/Spearman); repro PASS (max |d| 8.3e-17) (2 s)
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15:26:01 limma: 68 jobs in 7 s (0 not ok)
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15:26:01 unit fewshot_n5/draw0 of giroux2022 -> /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_contrast/giroux2022/fewshot_n5/draw0 in 29.1 s; reproduction PASS
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| 11 |
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Command being timed: "/home/sj_server_1/miniforge3/envs/cxg_corpus/bin/python tools/contrast_extra.py --design fewshot --dataset giroux2022 --draws 0 --threads 4"
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User time (seconds): 26.36
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System time (seconds): 2.68
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Percent of CPU this job got: 97%
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Elapsed (wall clock) time (h:mm:ss or m:ss): 0:29.78
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Average shared text size (kbytes): 0
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Average unshared data size (kbytes): 0
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Average stack size (kbytes): 0
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Average total size (kbytes): 0
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Maximum resident set size (kbytes): 2058136
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Average resident set size (kbytes): 0
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Major (requiring I/O) page faults: 0
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Minor (reclaiming a frame) page faults: 275421
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Voluntary context switches: 6101
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Involuntary context switches: 94
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| 26 |
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Swaps: 0
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| 27 |
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File system inputs: 2562040
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| 28 |
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File system outputs: 67656
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| 29 |
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Socket messages sent: 0
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Socket messages received: 0
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Signals delivered: 0
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Page size (bytes): 4096
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Exit status: 0
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JOB_EXIT 0 30s --design fewshot --dataset giroux2022 --draws 0 --threads 4
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UNIT_EXIT 0
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paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_contrast/_logs/units.tsv
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2026-10-02T15:25:31+09:00 start contrast-smoke_giroux_d0-20261002T152531 spark-fa6b MemAvailable=107GiB threads=4 mem=16G /tmp/claude-1000/-home-sj-server-1/79dca609-735c-41b5-9564-5c792443e372/scratchpad/smoke1.jobs
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| 2 |
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2026-10-02T15:26:49+09:00 start contrast-imperial-20261002T152649 spark-fa6b MemAvailable=102GiB threads=4 mem=22G /tmp/claude-1000/-home-sj-server-1/79dca609-735c-41b5-9564-5c792443e372/scratchpad/imperial.jobs
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| 3 |
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2026-10-02T15:26:49+09:00 start contrast-sepsis-20261002T152649 spark-fa6b MemAvailable=102GiB threads=4 mem=16G /tmp/claude-1000/-home-sj-server-1/79dca609-735c-41b5-9564-5c792443e372/scratchpad/sepsis.jobs
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| 4 |
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2026-10-02T15:26:49+09:00 start contrast-small-20261002T152649 spark-fa6b MemAvailable=102GiB threads=4 mem=10G /tmp/claude-1000/-home-sj-server-1/79dca609-735c-41b5-9564-5c792443e372/scratchpad/small.jobs
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paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_contrast/compact_fewshot.csv
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| 1 |
+
dataset,unit,role,arm,pearson,spearman,r_vs_halfB,welch50,welch50_chance,limma50,limma50_chance,limma50_fbe,cat50,cat100,cat50_chance,rbo,limma_nsig_pred,welch_nsig_pred,ceiling_rAB,ceiling_noise_free,welch50_max,limma50_max,limma_nsig_obs,welch_nsig_obs
|
| 2 |
+
giroux2022,fewshot_n5/draw0,zs_raw,zs_raw,0.1464187465829278,0.0379609902690045,0.1438517679278641,0,0.0,0,0.0,0,0.028,0.028,0.0070215341611677,0.0276187125454573,0,0,0.8779127648861704,0.966095630119118,3,91,91,3
|
| 3 |
+
giroux2022,fewshot_n5/draw0,zs_cal,zs_cal,0.112011110785746,0.0192880674610613,0.1102634660206965,0,0.0,1,0.1667233752977203,0,0.02,0.03,0.0083559404104188,0.0306343892539591,10,5,0.8779127648861704,0.966095630119118,3,91,91,3
|
| 4 |
+
giroux2022,fewshot_n5/draw0,lora,lora5,0.243392212681724,0.1602044193859629,0.2363051968778328,0,0.0002783964365256,0,0.0178117048346055,0,0.016,0.0279999999999999,0.0084417450634695,0.0182497890000876,1,4,0.8779127648861704,0.966095630119118,3,91,91,3
|
| 5 |
+
giroux2022,fewshot_n5/draw0,scsemi,scsemi5,0.3713484591899215,0.2631585912428766,0.3614585352611693,0,0.0023255813953488,1,0.2426245616005642,0,0.028,0.068,0.0303372015158285,0.0435085363352938,16,1,0.8779127648861704,0.966095630119118,3,91,91,3
|
| 6 |
+
giroux2022,fewshot_n5/draw0,broadcast,broadcast[test_raw.npz@f04c5725],0.4709654147613206,0.3558010145456839,0.4567802957459237,0,0.0,4,0.0736976675774214,4,0.128,0.132,0.0050756587779478,0.1529544670733114,4,0,0.8779127648861704,0.966095630119118,3,91,91,3
|
| 7 |
+
giroux2022,fewshot_n5/draw1,zs_raw,zs_raw,0.3737738574895972,0.2735476412199826,0.3690427811489125,0,0.0,3,0.6346408757388976,9,0.0959999999999999,0.102,0.0071456460107042,0.0751465954590871,173,0,0.869641265276148,0.962775006266967,50,55,330,84
|
| 8 |
+
giroux2022,fewshot_n5/draw1,zs_cal,zs_cal,0.3291842953083055,0.2305653668256675,0.3190494302174962,0,0.0144092219020172,1,0.7204610951008645,6,0.068,0.068,0.0089029077569827,0.0435115290243142,63,4,0.869641265276148,0.962775006266967,50,55,330,84
|
| 9 |
+
giroux2022,fewshot_n5/draw1,lora,lora5,0.3563495970343535,0.2540917189479553,0.3471490836187307,1,0.0985637848493382,1,0.7419907236933251,7,0.068,0.076,0.0085430339466502,0.0315167345585654,306,7,0.869641265276148,0.962775006266967,50,55,330,84
|
| 10 |
+
giroux2022,fewshot_n5/draw1,scsemi,scsemi5,0.4237269637292827,0.2903174499946198,0.4098068885280469,0,0.0,0,0.007137192704203,1,0.04,0.06,0.0285500479045215,0.0527412475847668,3,0,0.869641265276148,0.962775006266967,50,55,330,84
|
| 11 |
+
giroux2022,fewshot_n5/draw1,broadcast,broadcast[test_raw.npz@935e890f],0.5012527613870964,0.4213823183344052,0.4867620651471223,0,0.0288794763188294,6,0.1169361359102938,3,0.132,0.122,0.0051051186909601,0.1254794763718704,11,3,0.869641265276148,0.962775006266967,50,55,330,84
|
| 12 |
+
giroux2022,fewshot_n5/draw2,zs_raw,zs_raw,0.1318772546008392,0.0479696906777865,0.1301514299953333,0,0.0,0,0.0029411764705882,0,0.012,0.016,0.0070218609636721,0.0143579756694039,1,0,0.9104124563197754,0.9759830070639476,63,161,407,63
|
| 13 |
+
giroux2022,fewshot_n5/draw2,zs_cal,zs_cal,0.1229449595444243,0.0469073507299643,0.1212157953640547,0,0.0,0,0.0,0,0.008,0.028,0.0082457081987571,0.0286725391862939,0,0,0.9104124563197754,0.9759830070639476,63,161,407,63
|
| 14 |
+
giroux2022,fewshot_n5/draw2,lora,lora5,0.230513969445487,0.1559240583685004,0.226823963146338,0,0.0035599857600569,2,0.9314214607267502,0,0.032,0.0199999999999999,0.0084460193165379,0.0128344244238923,284,1,0.9104124563197754,0.9759830070639476,63,161,407,63
|
| 15 |
+
giroux2022,fewshot_n5/draw2,scsemi,scsemi5,0.369781887210886,0.2666273057795406,0.3606682995958165,0,0.0394265921092251,4,1.9230578868007089,4,0.048,0.0699999999999999,0.0277772594504481,0.0296437707596687,53,2,0.9104124563197754,0.9759830070639476,63,161,407,63
|
| 16 |
+
giroux2022,fewshot_n5/draw2,broadcast,broadcast[test_raw.npz@fedb8e80],0.3964390901836053,0.289578857389595,0.3866090394252903,0,0.0,17,0.3202004014430841,12,0.18,0.16,0.0050327399150997,0.1899170802383304,10,0,0.9104124563197754,0.9759830070639476,63,161,407,63
|
| 17 |
+
giroux2022,fewshot_n5/draw3,zs_raw,zs_raw,0.2086898869287862,0.0899103999806768,0.2073250504374558,0,0.0,0,0.0,0,0.024,0.028,0.0070669053103726,0.0356153838822774,0,0,0.915782818090588,0.9775340633995764,27,145,332,27
|
| 18 |
+
giroux2022,fewshot_n5/draw3,zs_cal,zs_cal,0.1351275881540741,0.0616049665096885,0.1328166437694387,0,0.0,2,0.1838312211547619,0,0.016,0.03,0.008441353816709,0.0393849720866443,237,14,0.915782818090588,0.9775340633995764,27,145,332,27
|
| 19 |
+
giroux2022,fewshot_n5/draw3,lora,lora5,0.241862957661579,0.1753282029973927,0.2376014185600521,0,0.0,0,0.0139314572304263,0,0.056,0.046,0.0085258864306506,0.0257326394529408,1,0,0.915782818090588,0.9775340633995764,27,145,332,27
|
| 20 |
+
giroux2022,fewshot_n5/draw3,scsemi,scsemi5,0.3613647484944552,0.262736836200432,0.352323750631146,0,0.0057273768613974,0,0.361933605612811,0,0.048,0.0699999999999999,0.0338810083041049,0.0488840043719362,24,1,0.915782818090588,0.9775340633995764,27,145,332,27
|
| 21 |
+
giroux2022,fewshot_n5/draw3,broadcast,broadcast[test_raw.npz@4efbb07e],0.4657480400911531,0.3682998803763819,0.4559937133768053,0,0.0,9,0.2021397198948722,8,0.188,0.18,0.0050579979464831,0.1823339587689489,7,0,0.915782818090588,0.9775340633995764,27,145,332,27
|
| 22 |
+
giroux2022,fewshot_n5/draw4,zs_raw,zs_raw,0.4153928529791538,0.2349940031388386,0.4073272904549719,0,0.0008112493239588,2,1.500453291251566,2,0.008,0.03,0.0071254315107079,0.0366736084857047,393,27,0.8853326307359973,0.967879577033796,1,136,163,1
|
| 23 |
+
giroux2022,fewshot_n5/draw4,zs_cal,zs_cal,0.4388308420922099,0.253553664527302,0.4285161551291852,0,0.0,2,0.997960906190327,1,0.032,0.05,0.0088172301426697,0.0592467402822405,461,47,0.8853326307359973,0.967879577033796,1,136,163,1
|
| 24 |
+
giroux2022,fewshot_n5/draw4,lora,lora5,0.4108526545856826,0.2049357081115794,0.4004936702082621,0,0.0,1,0.6983240223463687,1,0.008,0.04,0.0083273479028558,0.0396991514934391,73,1,0.8853326307359973,0.967879577033796,1,136,163,1
|
| 25 |
+
giroux2022,fewshot_n5/draw4,scsemi,scsemi5,0.4588092172343589,0.2896697993597995,0.445658926069952,0,0.0,3,1.8938138071048936,3,0.044,0.062,0.0287973805761698,0.0386492511362739,108,7,0.8853326307359973,0.967879577033796,1,136,163,1
|
| 26 |
+
giroux2022,fewshot_n5/draw4,broadcast,broadcast[test_raw.npz@1339e763],0.6280870820074911,0.4544555324247401,0.6109767549267705,0,0.0001968891514077,38,1.3565087519851406,31,0.2,0.206,0.0051056055167158,0.2144498512164462,63,1,0.8853326307359973,0.967879577033796,1,136,163,1
|
| 27 |
+
imperial_eskd,fewshot_n5/draw0,zs_raw,zs_raw,0.6562152314847065,0.4826280345076109,0.646476532147884,112,2.7999952438911504,95,2.7999952438911504,113,0.124,0.1959999999999999,0.0055999904877823,0.215080902619711,9818,4684,0.9257836114144654,0.9799918389725027,250,250,6222,3013
|
| 28 |
+
imperial_eskd,fewshot_n5/draw0,zs_cal,zs_cal,0.7024318575486699,0.4013265310917186,0.6911723120881537,104,2.999133511499502,103,2.999133511499502,112,0.148,0.2319999999999999,0.005998267022999,0.226941649908294,6344,3324,0.9257836114144654,0.9799918389725027,250,250,6222,3013
|
| 29 |
+
imperial_eskd,fewshot_n5/draw0,lora,lora5,0.7798976158583719,0.6058538468404681,0.7670832051044092,116,3.059903711220137,114,3.059903711220137,126,0.204,0.28,0.0061198074224402,0.2360773945926905,7335,4585,0.9257836114144654,0.9799918389725027,250,250,6222,3013
|
| 30 |
+
imperial_eskd,fewshot_n5/draw0,scsemi,scsemi5,0.5272168904193496,0.3832670032378059,0.5201407509582802,41,5.714197666139306,35,5.714197666139306,40,0.092,0.1,0.0114283953322786,0.1398175399782457,8547,4326,0.9257836114144654,0.9799918389725027,250,250,6222,3013
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| 31 |
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imperial_eskd,fewshot_n5/draw0,broadcast,broadcast[test_raw.npz@73567205],0.6675205927010471,0.368618627643667,0.6558639559060271,71,2.27575082667296,58,2.27575082667296,62,0.144,0.224,0.0045515016533459,0.1454965715266321,2098,2247,0.9257836114144654,0.9799918389725027,250,250,6222,3013
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| 32 |
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imperial_eskd,fewshot_n5/draw1,zs_raw,zs_raw,0.6356760155549507,0.4487142533387655,0.6283069661702393,106,2.800841258706046,99,2.800841258706046,108,0.124,0.178,0.005601682517412,0.2127688657430186,8974,3986,0.8862675180769447,0.9682829390377056,250,250,2423,1970
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| 33 |
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imperial_eskd,fewshot_n5/draw1,zs_cal,zs_cal,0.6607779089412783,0.3557890801683363,0.6487048877974608,104,2.9998452337955297,98,2.9998452337955297,97,0.152,0.194,0.005999690467591,0.2314169679342043,5656,3081,0.8862675180769447,0.9682829390377056,250,250,2423,1970
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| 34 |
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imperial_eskd,fewshot_n5/draw1,lora,lora5,0.7570901930571807,0.5672926951521128,0.7466939219715294,119,3.103040097384046,114,3.103040097384046,115,0.108,0.244,0.006206080194768,0.3388352491175058,3055,3004,0.8862675180769447,0.9682829390377056,250,250,2423,1970
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| 35 |
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imperial_eskd,fewshot_n5/draw1,scsemi,scsemi5,0.5327834847462688,0.3943711570242271,0.5313479321672887,32,5.032070572492121,37,5.032070572492121,37,0.044,0.066,0.0100641411449842,0.1022076212648157,9257,5245,0.8862675180769447,0.9682829390377056,250,250,2423,1970
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| 36 |
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imperial_eskd,fewshot_n5/draw1,broadcast,broadcast[test_raw.npz@c2293bb9],0.6611787175621116,0.362695232587028,0.6478361601353952,86,2.272032322200808,70,2.272032322200808,73,0.188,0.2179999999999999,0.0045440646444016,0.1928415162400228,1811,1949,0.8862675180769447,0.9682829390377056,250,250,2423,1970
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| 37 |
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imperial_eskd,fewshot_n5/draw2,zs_raw,zs_raw,0.6353606812973676,0.4476900715769193,0.6262848962100946,97,2.796460629001692,86,2.796460629001692,103,0.088,0.146,0.0055929212580033,0.1967965121222303,8830,3890,0.8814001291127382,0.9668378796067384,250,250,2758,1703
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| 38 |
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imperial_eskd,fewshot_n5/draw2,zs_cal,zs_cal,0.6695480865844681,0.3824212909728353,0.6556711682003702,96,3.009123655906176,85,3.009123655906176,92,0.132,0.198,0.0060182473118123,0.1998824210761382,5521,3095,0.8814001291127382,0.9668378796067384,250,250,2758,1703
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| 39 |
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imperial_eskd,fewshot_n5/draw2,lora,lora5,0.7139546009415169,0.5266587951057378,0.701997794045564,103,3.0798397007948206,89,3.0798397007948206,100,0.128,0.238,0.0061596794015896,0.284737561502061,6828,2880,0.8814001291127382,0.9668378796067384,250,250,2758,1703
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| 40 |
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imperial_eskd,fewshot_n5/draw2,scsemi,scsemi5,0.5623860563967511,0.3878956097042396,0.5580163861328865,40,5.229417453116198,26,4.511978159517963,27,0.124,0.134,0.0104588349062323,0.1596295867087955,2745,3188,0.8814001291127382,0.9668378796067384,250,250,2758,1703
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| 41 |
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imperial_eskd,fewshot_n5/draw2,broadcast,broadcast[test_raw.npz@11ba7c4e],0.6433613217171205,0.3608915450886033,0.6296794753209507,65,2.2711045124444174,56,2.2711045124444174,56,0.136,0.172,0.0045422090248888,0.1248684861187676,1809,2026,0.8814001291127382,0.9668378796067384,250,250,2758,1703
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| 42 |
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imperial_eskd,fewshot_n5/draw3,zs_raw,zs_raw,0.6263448079907197,0.4466874034213724,0.6190086061208441,107,2.797491549628208,80,2.797491549628208,97,0.096,0.166,0.0055949830992564,0.1701072922653443,9457,4301,0.8854442940149607,0.9681862440679374,250,250,5751,1951
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| 43 |
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imperial_eskd,fewshot_n5/draw3,zs_cal,zs_cal,0.6559303794074177,0.322860275155296,0.6449498467317288,104,3.04569938751306,79,2.946773440650425,92,0.156,0.212,0.0060913987750261,0.1956641061431358,5770,3124,0.8854442940149607,0.9681862440679374,250,250,5751,1951
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| 44 |
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imperial_eskd,fewshot_n5/draw3,lora,lora5,0.7455905986374256,0.5422123163745884,0.735590670993942,117,3.063719428958561,90,3.063719428958561,108,0.2759999999999999,0.326,0.0061274388579171,0.3252616264632137,4527,1889,0.8854442940149607,0.9681862440679374,250,250,5751,1951
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| 45 |
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imperial_eskd,fewshot_n5/draw3,scsemi,scsemi5,0.5914775900543578,0.3721417136819536,0.5819482541816091,60,7.115147668190335,32,6.025138910093254,54,0.124,0.1619999999999999,0.0142302953363806,0.1675940880079894,3338,1912,0.8854442940149607,0.9681862440679374,250,250,5751,1951
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| 46 |
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imperial_eskd,fewshot_n5/draw3,broadcast,broadcast[test_raw.npz@1bb5ea46],0.6538959233815048,0.3400012784717775,0.6407730734380533,76,2.27046972861356,52,2.27046972861356,64,0.132,0.194,0.0045409394572271,0.1577739311377763,1860,2000,0.8854442940149607,0.9681862440679374,250,250,5751,1951
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| 47 |
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imperial_eskd,fewshot_n5/draw4,zs_raw,zs_raw,0.6360357252245608,0.4640404358901273,0.6283203819053206,106,2.799459681199035,89,2.799459681199035,103,0.104,0.154,0.005598919362398,0.1875804532207817,9678,4569,0.8855414946003435,0.9679675503399362,250,250,4419,2535
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| 48 |
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imperial_eskd,fewshot_n5/draw4,zs_cal,zs_cal,0.6913143741089167,0.4106228006196274,0.6790482039875911,111,2.9771931451016207,96,2.9771931451016207,105,0.184,0.224,0.0059543862902032,0.2371774170669912,8060,3767,0.8855414946003435,0.9679675503399362,250,250,4419,2535
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| 49 |
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imperial_eskd,fewshot_n5/draw4,lora,lora5,0.7492433446082651,0.506714487236052,0.7366777929643822,113,3.019659432144148,103,3.019659432144148,113,0.156,0.194,0.0060393188642882,0.2367023576102217,7248,2455,0.8855414946003435,0.9679675503399362,250,250,4419,2535
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| 50 |
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imperial_eskd,fewshot_n5/draw4,scsemi,scsemi5,0.5963964231394581,0.3265204797992475,0.5852820437966447,61,7.020093319954814,46,6.1246571558878005,50,0.204,0.176,0.0140401866399096,0.242218560686477,1248,1162,0.8855414946003435,0.9679675503399362,250,250,4419,2535
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| 51 |
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imperial_eskd,fewshot_n5/draw4,broadcast,broadcast[test_raw.npz@55970c18],0.6565426449733607,0.3680874793505088,0.6430599838440776,76,2.2729702611677967,62,2.2729702611677967,65,0.196,0.236,0.0045459405223355,0.1856330245238844,1898,2055,0.8855414946003435,0.9679675503399362,250,250,4419,2535
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| 52 |
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ji2025_chili,fewshot_n5/draw0,zs_raw,zs_raw,0.1025191946937001,0.0905826340612578,0.1022129964629858,0,0.0086621751684311,0,0.4082557036718402,0,0.004,0.012,0.0080746219954045,0.0154805448828122,31,3,0.8637970625882474,0.960042843221488,125,204,655,2214
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ji2025_chili,fewshot_n5/draw0,zs_cal,zs_cal,0.1135658033855868,0.1033091793219145,0.1122756010078943,0,0.0,0,0.0,0,0.0,0.014,0.0078844918205849,0.0254097766230484,0,0,0.8637970625882474,0.960042843221488,125,204,655,2214
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ji2025_chili,fewshot_n5/draw0,lora,lora5,0.3869798572689973,0.358689213530799,0.3782852570907627,0,0.0511715593859412,6,1.753710872195407,6,0.044,0.0699999999999999,0.0072057632184352,0.0258660601952255,1242,19,0.8637970625882474,0.960042843221488,125,204,655,2214
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| 55 |
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ji2025_chili,fewshot_n5/draw0,scsemi,scsemi5,0.0431529810490292,0.0334002472813699,0.0437091979325644,0,0.0,0,0.0,0,0.028,0.04,0.0228775899250943,0.0112912081258211,0,0,0.8637970625882474,0.960042843221488,125,204,655,2214
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| 56 |
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ji2025_chili,fewshot_n5/draw0,broadcast,broadcast[test_raw.npz@ca5da7eb],0.2131186141133866,0.1283985723111984,0.2091147779670266,0,0.0939035567098322,1,0.2715198959152765,1,0.004,0.038,0.0047774686662861,0.0559586788530702,7,4,0.8637970625882474,0.960042843221488,125,204,655,2214
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ji2025_chili,fewshot_n5/draw1,zs_raw,zs_raw,0.0369589741633173,0.0285326680970337,0.0370474557100814,0,0.0275641025641025,0,0.0678928609426534,1,0.004,0.006,0.0080456258634477,0.0111446582367839,4,2,0.8839875692912933,0.9672438742086434,243,250,1912,2492
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ji2025_chili,fewshot_n5/draw1,zs_cal,zs_cal,0.0536441443373392,0.0177424472136981,0.0536153199277115,0,0.0,0,0.0,0,0.012,0.022,0.0076713827483743,0.0242643917566878,0,0,0.8839875692912933,0.9672438742086434,243,250,1912,2492
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ji2025_chili,fewshot_n5/draw1,lora,lora5,0.2756848006169793,0.2088340644701692,0.2709210291634057,1,0.0514668039114771,3,0.9600184089399814,6,0.06,0.078,0.0068896272249369,0.0625700044051989,496,4,0.8839875692912933,0.9672438742086434,243,250,1912,2492
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| 60 |
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ji2025_chili,fewshot_n5/draw1,scsemi,scsemi5,0.1801656001049191,0.0651955397501148,0.1757331301925576,0,0.0,0,0.0,1,0.012,0.014,0.0221908477447768,0.0203798148474487,0,0,0.8839875692912933,0.9672438742086434,243,250,1912,2492
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| 61 |
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ji2025_chili,fewshot_n5/draw1,broadcast,broadcast[test_raw.npz@0c873c5d],0.2079198475538274,0.100049126968919,0.2032396077621557,0,0.0,3,0.2841949123676822,2,0.032,0.05,0.0047365818727947,0.0559413613850434,6,0,0.8839875692912933,0.9672438742086434,243,250,1912,2492
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| 62 |
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ji2025_chili,fewshot_n5/draw2,zs_raw,zs_raw,0.1361440859270941,0.1201457095989003,0.1334993315473908,0,0.1397199664163237,0,1.0115901743679427,1,0.004,0.03,0.0080655839234947,0.0111419219946047,600,12,0.8819545269091502,0.9663963551990096,250,250,1285,2865
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| 63 |
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ji2025_chili,fewshot_n5/draw2,zs_cal,zs_cal,0.2305548630473463,0.2158638710966689,0.2275392498563457,0,0.0,0,0.0316055625790139,0,0.008,0.024,0.0078980122215518,0.0095538763143587,2,0,0.8819545269091502,0.9663963551990096,250,250,1285,2865
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| 64 |
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ji2025_chili,fewshot_n5/draw2,lora,lora5,0.2893810162069429,0.246724892097214,0.2834767594619148,0,0.1119281398898091,1,1.639248706806381,0,0.036,0.062,0.0077948594091465,0.0276179040956103,1266,7,0.8819545269091502,0.9663963551990096,250,250,1285,2865
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| 65 |
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ji2025_chili,fewshot_n5/draw2,scsemi,scsemi5,0.1815766461319373,0.1467725518785577,0.1763419855039814,0,0.0,0,3.461165268190662,0,0.032,0.058,0.0329014139354512,0.016262190935306,343,0,0.8819545269091502,0.9663963551990096,250,250,1285,2865
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| 66 |
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ji2025_chili,fewshot_n5/draw2,broadcast,broadcast[test_raw.npz@70953ef3],0.263723888008903,0.1417076604986424,0.2571894046028982,5,1.1396182091058642,11,1.6144591295666406,10,0.036,0.052,0.0047484092046077,0.0482824926707939,34,24,0.8819545269091502,0.9663963551990096,250,250,1285,2865
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| 67 |
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ji2025_chili,fewshot_n5/draw3,zs_raw,zs_raw,0.1070763901192039,0.0994473731227575,0.1077554858580287,0,0.0,0,0.0293822048445867,0,0.004,0.022,0.0081169049017093,0.0139075988888713,32,0,0.8602565911839599,0.959720616855537,75,96,157,838
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| 68 |
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ji2025_chili,fewshot_n5/draw3,zs_cal,zs_cal,0.2316093410399525,0.2190446264196071,0.2261290681088312,0,0.0119789171058936,0,0.0225977422826585,0,0.04,0.0679999999999999,0.0080564871803962,0.0194274270759896,2,2,0.8602565911839599,0.959720616855537,75,96,157,838
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| 69 |
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ji2025_chili,fewshot_n5/draw3,lora,lora5,0.4410983924408845,0.3594735921704742,0.4277272396935352,0,0.0042029420594416,2,1.2806368168115725,7,0.064,0.104,0.0075018722935783,0.0382434304834109,1266,4,0.8602565911839599,0.959720616855537,75,96,157,838
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| 70 |
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ji2025_chili,fewshot_n5/draw3,scsemi,scsemi5,0.2531340811205537,0.1896313096560862,0.2448094132261479,0,0.0,0,0.1094091903719912,0,0.024,0.038,0.0326129826842826,0.0203000009281285,1,0,0.8602565911839599,0.959720616855537,75,96,157,838
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| 71 |
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ji2025_chili,fewshot_n5/draw3,broadcast,broadcast[test_raw.npz@3d69ce8b],0.2577780039471977,0.1230990188750553,0.2488228568871646,0,0.0139474890855378,2,0.1309837313083805,2,0.044,0.05,0.0047559286091096,0.0425197992752187,7,1,0.8602565911839599,0.959720616855537,75,96,157,838
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| 72 |
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ji2025_chili,fewshot_n5/draw4,zs_raw,zs_raw,0.0501849614517294,0.0453975310630556,0.0501197175150156,0,0.0237310143439046,0,0.9743304140535765,0,0.004,0.016,0.0081857249643749,0.0112657628405694,577,2,0.8857487763591154,0.9681125450185776,189,250,2969,789
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| 73 |
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ji2025_chili,fewshot_n5/draw4,zs_cal,zs_cal,0.0700340642539577,0.0466703419465769,0.0709369764116573,0,0.0,0,0.0310653647159028,0,0.008,0.0139999999999999,0.0082964056528133,0.015956294201325,2,0,0.8857487763591154,0.9681125450185776,189,250,2969,789
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| 74 |
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ji2025_chili,fewshot_n5/draw4,lora,lora5,0.2725492074488929,0.2586071842237595,0.2686176010316517,0,0.0147318797878609,3,1.4361994443842774,5,0.06,0.052,0.0076982672036877,0.0708567774300986,531,1,0.8857487763591154,0.9681125450185776,189,250,2969,789
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| 75 |
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ji2025_chili,fewshot_n5/draw4,scsemi,scsemi5,0.1056088500897695,0.026873645294237,0.1040982625210457,0,0.1474926253687315,3,2.5833479516259734,0,0.032,0.044,0.0216855220485638,0.0637553647297706,425,2,0.8857487763591154,0.9681125450185776,189,250,2969,789
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ji2025_chili,fewshot_n5/draw4,broadcast,broadcast[test_raw.npz@cc4771e4],0.2254541110690231,0.1095310112143923,0.2187011128831878,0,0.0722099685968749,14,1.386348692918018,20,0.044,0.044,0.0047805127342,0.0595470798156189,29,2,0.8857487763591154,0.9681125450185776,189,250,2969,789
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ye2026_sepsis,fewshot_n5/draw0,zs_raw,zs_raw,-0.0276920390407129,-0.0660369646657854,-0.024570977673604,11,2.76022323833399,7,1.7771973037118989,9,0.012,0.02,0.0059144796880386,0.032782255876217,2859,1990,0.957246962508742,0.9889305606360465,250,250,5067,7163
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ye2026_sepsis,fewshot_n5/draw0,zs_cal,zs_cal,0.0666327831462594,0.1298707415099763,0.0686145030686548,13,2.4047082870036727,5,1.3782275795437475,7,0.048,0.05,0.0063852673205587,0.0760618287761299,1161,991,0.957246962508742,0.9889305606360465,250,250,5067,7163
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| 79 |
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ye2026_sepsis,fewshot_n5/draw0,lora,lora5,0.4359905652333528,0.2421335601415939,0.4341166237024262,7,1.6973523811470077,12,1.732859697407605,17,0.04,0.076,0.0062066532976189,0.1041875248750787,1505,367,0.957246962508742,0.9889305606360465,250,250,5067,7163
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| 80 |
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ye2026_sepsis,fewshot_n5/draw0,scsemi,scsemi5,0.4126126928197416,0.0658066877128528,0.4088566170451108,0,3.395228277000556,7,9.146893800020628,4,0.0279999999999999,0.044,0.0212259806360827,0.0571648344737574,3187,52,0.957246962508742,0.9889305606360465,250,250,5067,7163
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| 81 |
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ye2026_sepsis,fewshot_n5/draw0,broadcast,broadcast[test_raw.npz@ae163d5e],0.3359901153517466,0.3421737766612631,0.3351402815011843,23,2.2455066702129742,36,2.2455066702129742,33,0.04,0.066,0.0044910133404259,0.0673479884545293,565,1101,0.957246962508742,0.9889305606360465,250,250,5067,7163
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| 82 |
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ye2026_sepsis,fewshot_n5/draw1,zs_raw,zs_raw,-0.0466189361131835,-0.075685591724976,-0.0424851730385891,12,2.96231326374579,11,2.270222868265564,11,0.008,0.022,0.0059246265274915,0.0267013753975915,3515,2590,0.9572477318073214,0.9889233910825288,250,250,5588,7639
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| 83 |
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ye2026_sepsis,fewshot_n5/draw1,zs_cal,zs_cal,0.084851996040844,0.0985732006308305,0.0879533290991506,10,2.97941642300907,19,2.9652841448858367,25,0.024,0.05,0.0061849492959898,0.0772208171991644,2969,1554,0.9572477318073214,0.9889233910825288,250,250,5588,7639
|
| 84 |
+
ye2026_sepsis,fewshot_n5/draw1,lora,lora5,0.0812370339175413,0.0747175730270279,0.0832827506827324,16,3.0590174682523767,22,2.603127867463811,28,0.048,0.058,0.0061180349365047,0.0882721552949271,6209,1927,0.9572477318073214,0.9889233910825288,250,250,5588,7639
|
| 85 |
+
ye2026_sepsis,fewshot_n5/draw1,scsemi,scsemi5,0.330440399769891,0.1609500764573236,0.327582557221977,2,5.189321352774522,13,6.830529874524329,8,0.004,0.026,0.0138730738833242,0.027325370221133,4715,289,0.9572477318073214,0.9889233910825288,250,250,5588,7639
|
| 86 |
+
ye2026_sepsis,fewshot_n5/draw1,broadcast,broadcast[test_raw.npz@d5ec3390],0.2794143623808983,0.312919430221676,0.2791006338584249,20,2.245351202658152,30,2.245351202658152,33,0.0399999999999999,0.064,0.0044907024053163,0.0670162119672738,696,1208,0.9572477318073214,0.9889233910825288,250,250,5588,7639
|
| 87 |
+
ye2026_sepsis,fewshot_n5/draw2,zs_raw,zs_raw,0.0051165619869394,-0.0328982188536457,0.0082982613587554,10,2.930906584952953,8,2.295672254066448,9,0.008,0.032,0.0059182784437624,0.0401510223317991,3567,2601,0.9609285298153744,0.9899206005587547,250,250,5680,7438
|
| 88 |
+
ye2026_sepsis,fewshot_n5/draw2,zs_cal,zs_cal,0.1698097377043126,0.1551847852425827,0.1714903226690187,10,2.084073084998624,10,1.867487263817848,12,0.092,0.0819999999999999,0.0061997438042619,0.1496887974932745,655,1065,0.9609285298153744,0.9899206005587547,250,250,5680,7438
|
| 89 |
+
ye2026_sepsis,fewshot_n5/draw2,lora,lora5,0.3272188119120809,0.1075151644639264,0.3244703685181688,26,2.3849825308703227,18,1.9880616744835056,21,0.052,0.07,0.0063093739287357,0.1222150604186676,1948,1435,0.9609285298153744,0.9899206005587547,250,250,5680,7438
|
| 90 |
+
ye2026_sepsis,fewshot_n5/draw2,scsemi,scsemi5,0.3101976920433394,0.2144063882967919,0.3085000472940826,6,4.901164661713413,4,6.043134962400005,4,0.016,0.018,0.0136226227364443,0.0363107040091395,2402,647,0.9609285298153744,0.9899206005587547,250,250,5680,7438
|
| 91 |
+
ye2026_sepsis,fewshot_n5/draw2,broadcast,broadcast[test_raw.npz@a7f4df1f],0.3386821732452143,0.3501254222844883,0.3380276272464347,18,2.2438976662663683,35,2.2438976662663683,31,0.056,0.078,0.0044877953325327,0.0683757799174688,890,1469,0.9609285298153744,0.9899206005587547,250,250,5680,7438
|
| 92 |
+
ye2026_sepsis,fewshot_n5/draw3,zs_raw,zs_raw,-0.0239190771055059,-0.0427221325281671,-0.0206668611887605,8,2.8591621990707816,11,2.1705558593757988,10,0.008,0.026,0.0059160086681217,0.0328719944942122,3020,2253,0.9576200238786292,0.9890183716634496,250,250,5383,7459
|
| 93 |
+
ye2026_sepsis,fewshot_n5/draw3,zs_cal,zs_cal,0.0971587070709652,0.1239852095861699,0.0995750434612609,6,2.57508445226547,8,2.071777786919818,13,0.036,0.046,0.0062270024318883,0.0695330127019944,598,1250,0.9576200238786292,0.9890183716634496,250,250,5383,7459
|
| 94 |
+
ye2026_sepsis,fewshot_n5/draw3,lora,lora5,0.4108841123350609,0.2979641097933286,0.4091502255978135,17,3.1458036559699827,13,2.657283870918688,21,0.0839999999999999,0.086,0.0062916073119399,0.1471912817038062,2415,1595,0.9576200238786292,0.9890183716634496,250,250,5383,7459
|
| 95 |
+
ye2026_sepsis,fewshot_n5/draw3,scsemi,scsemi5,0.5062400256266513,0.2384999032785154,0.5034614893405126,16,7.4446376132614365,23,7.4446376132614365,16,0.016,0.046,0.0148892752265228,0.0608082802201546,3877,407,0.9576200238786292,0.9890183716634496,250,250,5383,7459
|
| 96 |
+
ye2026_sepsis,fewshot_n5/draw3,broadcast,broadcast[test_raw.npz@3278dc67],0.3264466405549955,0.3383113176560135,0.3263627044282643,19,2.246447283685753,37,2.246447283685753,30,0.044,0.056,0.0044928945673715,0.0654351328803159,633,1139,0.9576200238786292,0.9890183716634496,250,250,5383,7459
|
| 97 |
+
ye2026_sepsis,fewshot_n5/draw4,zs_raw,zs_raw,-0.02721553405723,-0.0546693798722003,-0.0238549668648079,9,2.8886684094080337,9,2.2244638475107403,9,0.012,0.016,0.0059183010139105,0.0342879547014294,3125,2217,0.9574026218312436,0.9889660731252368,250,250,5689,7344
|
| 98 |
+
ye2026_sepsis,fewshot_n5/draw4,zs_cal,zs_cal,0.0597261589524896,0.1381139922344265,0.0617508719560484,8,2.445395064858912,6,1.6848829865498889,9,0.044,0.054,0.0063473894162814,0.072070774317082,493,817,0.9574026218312436,0.9889660731252368,250,250,5689,7344
|
| 99 |
+
ye2026_sepsis,fewshot_n5/draw4,lora,lora5,0.495261369635401,0.3819050410016353,0.4903166236798048,16,2.610796789244035,16,1.985511318942807,26,0.048,0.084,0.0062547061612695,0.1253283990278476,537,839,0.9574026218312436,0.9889660731252368,250,250,5689,7344
|
| 100 |
+
ye2026_sepsis,fewshot_n5/draw4,scsemi,scsemi5,0.453002162271836,0.1061246669608767,0.4495100154263888,2,2.1399177939635967,10,5.1977584805154295,5,0.012,0.03,0.0152685780885467,0.0391634444977007,3374,62,0.9574026218312436,0.9889660731252368,250,250,5689,7344
|
| 101 |
+
ye2026_sepsis,fewshot_n5/draw4,broadcast,broadcast[test_raw.npz@0c8c43a2],0.3195942137906433,0.3281554472895195,0.3192060690844542,20,2.2464807713988746,39,2.2464807713988746,32,0.044,0.0699999999999999,0.0044929615427977,0.0732572632573519,727,1128,0.9574026218312436,0.9889660731252368,250,250,5689,7344
|
paper-releases/pbisc-diffusion/updates/20261002T085943Z-deck-restructure-contrast-metrics-zeroshot-len/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_contrast/compact_learning_curve.csv
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| 1 |
+
series,pairs,arm,pearson_r,spearman_r,partial_r,broadcast_pearson_r,broadcast_spearman_r,splithalf_r_AB,noise_free_ceiling,r_generated_vs_halfB,welch_top50,welch_top50_chance,welch_top50_max,limma_top50,limma_top50_chance,limma_top50_max,cat50,cat100,cat50_chance,rbo,broadcast_cat50,broadcast_rbo
|
| 2 |
+
zs__raw,0,zs__raw,-0.0118026664699383,-0.0628105493113379,-0.0947640863943083,0.3159458162620286,0.3315916541851845,0.9601843706820048,0.989713565002894,-0.0088899925862261,9,2.7305875416010466,250,12,2.3657264694708195,250,0.004,0.022,0.0058821686279677,0.0243553251308301,0.048,0.0702013012586702
|
| 3 |
+
zs__cal,0,zs__cal,0.1226797008955822,0.1318404374522429,0.0393821490955281,0.2779146048847701,0.2561733145444484,0.9601843706820048,0.989713565002894,0.1241784606658333,11,2.731942935144981,250,11,2.476223792531467,250,0.036,0.052,0.0062370817465786,0.079700538916274,0.056,0.0681808277151161
|
| 4 |
+
lora,5,lora_n5__raw,0.2940445207400604,0.1756030592010312,0.2503210158718151,0.3159458162620286,0.3315916541851845,0.9601843706820048,0.989713565002894,0.2932837580380448,5,1.4605361772666805,250,2,0.8174331499544756,250,0.064,0.076,0.0062051813879515,0.1246360388267522,0.048,0.0702013012586702
|
| 5 |
+
lora,10,lora_n10__raw,0.4222959020688887,0.3216502507818841,0.3690466911433415,0.3159458162620286,0.3315916541851845,0.9601843706820048,0.989713565002894,0.4212800995318027,8,2.354130774180597,250,10,1.6338889057182442,250,0.084,0.108,0.0061498216775029,0.1797959542460603,0.048,0.0702013012586702
|
| 6 |
+
lora,20,lora_n20__raw,0.3671933060907342,0.3079567223197276,0.294607811871337,0.3159458162620286,0.3315916541851845,0.9601843706820048,0.989713565002894,0.3653833852628197,18,1.8700926743400883,250,13,1.7833901923209083,250,0.0839999999999999,0.11,0.0060765844770727,0.1617250583596135,0.048,0.0702013012586702
|
| 7 |
+
lora,40,lora_n40__raw,0.4758805957502869,0.3849970284900032,0.4020213698715577,0.3159458162620286,0.3315916541851845,0.9601843706820048,0.989713565002894,0.4737013665272123,22,2.1567764382922023,250,17,2.1296371573239057,250,0.08,0.128,0.0060080722827227,0.1817359782306677,0.048,0.0702013012586702
|
| 8 |
+
lora,all,real_lora__raw,0.5267612711229187,0.4133769716845018,0.4687478788420627,0.3159458162620286,0.3315916541851845,0.9601843706820048,0.989713565002894,0.5241068798668347,23,1.968642882095894,250,18,2.366296324712202,250,0.104,0.136,0.0060051423730801,0.1862726918295739,0.048,0.0702013012586702
|
| 9 |
+
zs_cal_budget,5,zs__cal_n5,0.0793890536231538,0.1053602668757455,-0.0152955742900506,0.2831201222381861,0.258169833340552,0.9601843706820048,0.989713565002894,0.0809169616677033,12,3.0456005825141648,250,13,2.2966865935290524,250,0.048,0.064,0.0062529262324137,0.073632145994674,0.044,0.0646195391861279
|
| 10 |
+
zs_cal_budget,10,zs__cal_n10,0.0954291810584435,0.1161656624611373,0.0045858543858546,0.2889740548031536,0.2863298395952006,0.9601843706820048,0.989713565002894,0.0965660394129501,10,2.7275329859719672,250,6,2.044765859681736,250,0.0559999999999999,0.06,0.0062619823984569,0.0831536005785742,0.048,0.0654811519538162
|
| 11 |
+
zs_cal_budget,20,zs__cal_n20,0.1025314490601495,0.1161452091914065,0.0093394409043961,0.2978538412410469,0.2685562193645152,0.9601843706820048,0.989713565002894,0.1042884302873866,7,2.412974394925388,250,9,1.9190099243057983,250,0.06,0.062,0.0062404772892322,0.1003220101529349,0.052,0.0658057969732635
|
| 12 |
+
zs_cal_budget,40,zs__cal_n40,0.1188084079699354,0.1287220526504709,0.0288675023837776,0.2895351243444763,0.2626414070995252,0.9601843706820048,0.989713565002894,0.1206030633884825,7,2.730998023382489,250,11,2.42875277295071,250,0.0559999999999999,0.064,0.0062391981193038,0.0854004122800979,0.056,0.067618147747635
|