Archive 4 checkpoints (1-4)
Browse files- paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw0/per_donor.csv +0 -0
- paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw0/repro.json +332 -0
- paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw1/en.csv +25 -0
- paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw1/en_per_sample.csv +0 -0
paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw0/per_donor.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw0/repro.json
ADDED
|
@@ -0,0 +1,332 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"unit": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw0",
|
| 3 |
+
"pca": {
|
| 4 |
+
"ours": {
|
| 5 |
+
"n_components": 50,
|
| 6 |
+
"explained_variance_ratio_sum": 0.2884935736656189,
|
| 7 |
+
"n_fit_cells": 15300
|
| 8 |
+
},
|
| 9 |
+
"scorer": {
|
| 10 |
+
"n_components": 50,
|
| 11 |
+
"explained_variance_ratio_sum": 0.2884935736656189,
|
| 12 |
+
"n_fit_cells": 15300
|
| 13 |
+
}
|
| 14 |
+
},
|
| 15 |
+
"r2_control": {
|
| 16 |
+
"ours": {
|
| 17 |
+
"precision": 0.966797385620915,
|
| 18 |
+
"coverage": 0.9998039215686274,
|
| 19 |
+
"density": 1.3968888888888888,
|
| 20 |
+
"n_query": 15300,
|
| 21 |
+
"depth_matched": {
|
| 22 |
+
"precision": 0.9651633986928104,
|
| 23 |
+
"coverage": 0.9998039215686274,
|
| 24 |
+
"density": 1.3858496732026144
|
| 25 |
+
}
|
| 26 |
+
},
|
| 27 |
+
"scorer": {
|
| 28 |
+
"precision": 0.966797385620915,
|
| 29 |
+
"coverage": 0.9998039215686274,
|
| 30 |
+
"density": 1.3968888888888888,
|
| 31 |
+
"n_query": 15300,
|
| 32 |
+
"depth_matched": {
|
| 33 |
+
"precision": 0.9651633986928104,
|
| 34 |
+
"coverage": 0.9998039215686274,
|
| 35 |
+
"density": 1.3858496732026144
|
| 36 |
+
}
|
| 37 |
+
}
|
| 38 |
+
},
|
| 39 |
+
"arms": {
|
| 40 |
+
"real_R2": {
|
| 41 |
+
"precision": {
|
| 42 |
+
"ours": 0.966797385620915,
|
| 43 |
+
"scorer": 0.966797385620915,
|
| 44 |
+
"abs_diff": 0.0
|
| 45 |
+
},
|
| 46 |
+
"coverage": {
|
| 47 |
+
"ours": 0.9998039215686274,
|
| 48 |
+
"scorer": 0.9998039215686274,
|
| 49 |
+
"abs_diff": 0.0
|
| 50 |
+
},
|
| 51 |
+
"precision_depth_matched": {
|
| 52 |
+
"ours": 0.9651633986928104,
|
| 53 |
+
"scorer": 0.9651633986928104,
|
| 54 |
+
"abs_diff": 0.0
|
| 55 |
+
},
|
| 56 |
+
"coverage_depth_matched": {
|
| 57 |
+
"ours": 0.9998039215686274,
|
| 58 |
+
"scorer": 0.9998039215686274,
|
| 59 |
+
"abs_diff": 0.0
|
| 60 |
+
}
|
| 61 |
+
},
|
| 62 |
+
"zs_raw": {
|
| 63 |
+
"precision": {
|
| 64 |
+
"ours": 0.6767320261437908,
|
| 65 |
+
"scorer": 0.6767320261437908,
|
| 66 |
+
"abs_diff": 0.0
|
| 67 |
+
},
|
| 68 |
+
"precision_per_donor_max_abs_diff": 5.551115123125783e-17,
|
| 69 |
+
"coverage": {
|
| 70 |
+
"ours": 0.19437908496732026,
|
| 71 |
+
"scorer": 0.19437908496732026,
|
| 72 |
+
"abs_diff": 0.0
|
| 73 |
+
},
|
| 74 |
+
"coverage_per_donor_max_abs_diff": 8.326672684688674e-17,
|
| 75 |
+
"precision_depth_matched": {
|
| 76 |
+
"ours": 0.6698692810457516,
|
| 77 |
+
"scorer": 0.6698692810457516,
|
| 78 |
+
"abs_diff": 0.0
|
| 79 |
+
},
|
| 80 |
+
"precision_depth_matched_per_donor_max_abs_diff": 5.551115123125783e-17,
|
| 81 |
+
"coverage_depth_matched": {
|
| 82 |
+
"ours": 0.21627450980392157,
|
| 83 |
+
"scorer": 0.21627450980392157,
|
| 84 |
+
"abs_diff": 0.0
|
| 85 |
+
},
|
| 86 |
+
"coverage_depth_matched_per_donor_max_abs_diff": 8.326672684688674e-17,
|
| 87 |
+
"rows_and_subsample_equal_scorer": true,
|
| 88 |
+
"npz": {
|
| 89 |
+
"path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/immicro/fewshot_n5/zs__raw_all.npz",
|
| 90 |
+
"scored_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/immicro/fewshot_n5/zs__raw_all.npz",
|
| 91 |
+
"sha256": "aa0e3569418279c828450c4ae2b1a6eb57687a313af9ef55b05fde6099e28d0c"
|
| 92 |
+
}
|
| 93 |
+
},
|
| 94 |
+
"zs_cal": {
|
| 95 |
+
"precision": {
|
| 96 |
+
"ours": 0.904640522875817,
|
| 97 |
+
"scorer": 0.904640522875817,
|
| 98 |
+
"abs_diff": 0.0
|
| 99 |
+
},
|
| 100 |
+
"precision_per_donor_max_abs_diff": 1.1102230246251565e-16,
|
| 101 |
+
"coverage": {
|
| 102 |
+
"ours": 0.5294771241830065,
|
| 103 |
+
"scorer": 0.5294771241830065,
|
| 104 |
+
"abs_diff": 0.0
|
| 105 |
+
},
|
| 106 |
+
"coverage_per_donor_max_abs_diff": 1.1102230246251565e-16,
|
| 107 |
+
"precision_depth_matched": {
|
| 108 |
+
"ours": 0.9416993464052288,
|
| 109 |
+
"scorer": 0.9416993464052288,
|
| 110 |
+
"abs_diff": 0.0
|
| 111 |
+
},
|
| 112 |
+
"precision_depth_matched_per_donor_max_abs_diff": 1.1102230246251565e-16,
|
| 113 |
+
"coverage_depth_matched": {
|
| 114 |
+
"ours": 0.7781699346405229,
|
| 115 |
+
"scorer": 0.7781699346405229,
|
| 116 |
+
"abs_diff": 0.0
|
| 117 |
+
},
|
| 118 |
+
"coverage_depth_matched_per_donor_max_abs_diff": 1.1102230246251565e-16,
|
| 119 |
+
"rows_and_subsample_equal_scorer": true,
|
| 120 |
+
"npz": {
|
| 121 |
+
"path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/immicro/fewshot_n5/draw0/zs__cal.npz",
|
| 122 |
+
"scored_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/immicro/fewshot_n5/draw0/zs__cal.npz",
|
| 123 |
+
"sha256": "8c5ee801d02798fc078533065254e55ca8cee2d70cea697cde66ee0f635b6ee3"
|
| 124 |
+
}
|
| 125 |
+
},
|
| 126 |
+
"lora5": {
|
| 127 |
+
"precision": {
|
| 128 |
+
"ours": 0.9518300653594771,
|
| 129 |
+
"scorer": 0.9518300653594771,
|
| 130 |
+
"abs_diff": 0.0
|
| 131 |
+
},
|
| 132 |
+
"precision_per_donor_max_abs_diff": 1.1102230246251565e-16,
|
| 133 |
+
"coverage": {
|
| 134 |
+
"ours": 0.8003921568627451,
|
| 135 |
+
"scorer": 0.8003921568627451,
|
| 136 |
+
"abs_diff": 0.0
|
| 137 |
+
},
|
| 138 |
+
"coverage_per_donor_max_abs_diff": 1.1102230246251565e-16,
|
| 139 |
+
"precision_depth_matched": {
|
| 140 |
+
"ours": 0.9729411764705882,
|
| 141 |
+
"scorer": 0.9729411764705882,
|
| 142 |
+
"abs_diff": 0.0
|
| 143 |
+
},
|
| 144 |
+
"precision_depth_matched_per_donor_max_abs_diff": 1.1102230246251565e-16,
|
| 145 |
+
"coverage_depth_matched": {
|
| 146 |
+
"ours": 0.9627450980392157,
|
| 147 |
+
"scorer": 0.9627450980392157,
|
| 148 |
+
"abs_diff": 0.0
|
| 149 |
+
},
|
| 150 |
+
"coverage_depth_matched_per_donor_max_abs_diff": 1.1102230246251565e-16,
|
| 151 |
+
"rows_and_subsample_equal_scorer": true,
|
| 152 |
+
"npz": {
|
| 153 |
+
"path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/immicro/fewshot_n5/draw0/lora__raw.npz",
|
| 154 |
+
"scored_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/immicro/fewshot_n5/draw0/lora__raw.npz",
|
| 155 |
+
"sha256": "aad67a0e674b693caa7d11e6eb9a73b74fc33dcac71b8eebd0eceaa2dce317e2"
|
| 156 |
+
}
|
| 157 |
+
},
|
| 158 |
+
"zs_pseudo": {
|
| 159 |
+
"precision": {
|
| 160 |
+
"ours": 0.9388888888888889,
|
| 161 |
+
"scorer": 0.9388888888888889,
|
| 162 |
+
"abs_diff": 0.0
|
| 163 |
+
},
|
| 164 |
+
"precision_per_donor_max_abs_diff": 1.1102230246251565e-16,
|
| 165 |
+
"coverage": {
|
| 166 |
+
"ours": 0.5308496732026143,
|
| 167 |
+
"scorer": 0.5308496732026143,
|
| 168 |
+
"abs_diff": 0.0
|
| 169 |
+
},
|
| 170 |
+
"coverage_per_donor_max_abs_diff": 1.1102230246251565e-16,
|
| 171 |
+
"precision_depth_matched": {
|
| 172 |
+
"ours": 0.9654901960784313,
|
| 173 |
+
"scorer": 0.9654901960784313,
|
| 174 |
+
"abs_diff": 0.0
|
| 175 |
+
},
|
| 176 |
+
"precision_depth_matched_per_donor_max_abs_diff": 1.1102230246251565e-16,
|
| 177 |
+
"coverage_depth_matched": {
|
| 178 |
+
"ours": 0.7476470588235294,
|
| 179 |
+
"scorer": 0.7476470588235294,
|
| 180 |
+
"abs_diff": 0.0
|
| 181 |
+
},
|
| 182 |
+
"coverage_depth_matched_per_donor_max_abs_diff": 1.1102230246251565e-16,
|
| 183 |
+
"rows_and_subsample_equal_scorer": true,
|
| 184 |
+
"npz": {
|
| 185 |
+
"path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/immicro/fewshot_n5/zs__pseudo_all.npz",
|
| 186 |
+
"scored_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/immicro/fewshot_n5/zs__pseudo_all.npz",
|
| 187 |
+
"sha256": "1cc907457cefb6bd2809dd78adcb6f9118263f34832b602ef74a289887305e4e"
|
| 188 |
+
}
|
| 189 |
+
},
|
| 190 |
+
"scsemi5": {
|
| 191 |
+
"precision": {
|
| 192 |
+
"ours": 0.49549019607843137,
|
| 193 |
+
"scorer": 0.49549019607843137,
|
| 194 |
+
"abs_diff": 0.0
|
| 195 |
+
},
|
| 196 |
+
"precision_per_donor_max_abs_diff": 5.551115123125783e-17,
|
| 197 |
+
"coverage": {
|
| 198 |
+
"ours": 0.03601307189542484,
|
| 199 |
+
"scorer": 0.03601307189542484,
|
| 200 |
+
"abs_diff": 0.0
|
| 201 |
+
},
|
| 202 |
+
"coverage_per_donor_max_abs_diff": 6.938893903907228e-17,
|
| 203 |
+
"precision_depth_matched": {
|
| 204 |
+
"ours": 0.8175816993464052,
|
| 205 |
+
"scorer": 0.8175816993464052,
|
| 206 |
+
"abs_diff": 0.0
|
| 207 |
+
},
|
| 208 |
+
"precision_depth_matched_per_donor_max_abs_diff": 1.1102230246251565e-16,
|
| 209 |
+
"coverage_depth_matched": {
|
| 210 |
+
"ours": 0.2541830065359477,
|
| 211 |
+
"scorer": 0.2541830065359477,
|
| 212 |
+
"abs_diff": 0.0
|
| 213 |
+
},
|
| 214 |
+
"coverage_depth_matched_per_donor_max_abs_diff": 8.326672684688674e-17,
|
| 215 |
+
"rows_and_subsample_equal_scorer": true,
|
| 216 |
+
"npz": {
|
| 217 |
+
"path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/immicro/fewshot_n5/draw0/scsemi5__raw.npz",
|
| 218 |
+
"scored_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/immicro/fewshot_n5/draw0/scsemi5__raw.npz",
|
| 219 |
+
"sha256": "438e330071dbbc6ef888ecad1bd97115d2ec3291b8230190c3dab02df99bd9cf"
|
| 220 |
+
}
|
| 221 |
+
}
|
| 222 |
+
},
|
| 223 |
+
"max_abs_diff_k10_pooled": 0.0,
|
| 224 |
+
"oos_r3": {
|
| 225 |
+
"n_r3": [
|
| 226 |
+
150,
|
| 227 |
+
150,
|
| 228 |
+
150,
|
| 229 |
+
150,
|
| 230 |
+
150,
|
| 231 |
+
150,
|
| 232 |
+
150,
|
| 233 |
+
150,
|
| 234 |
+
150,
|
| 235 |
+
150,
|
| 236 |
+
150,
|
| 237 |
+
150,
|
| 238 |
+
150,
|
| 239 |
+
150,
|
| 240 |
+
150,
|
| 241 |
+
150,
|
| 242 |
+
150,
|
| 243 |
+
150,
|
| 244 |
+
150,
|
| 245 |
+
150,
|
| 246 |
+
150,
|
| 247 |
+
150,
|
| 248 |
+
150,
|
| 249 |
+
150,
|
| 250 |
+
150,
|
| 251 |
+
150,
|
| 252 |
+
150,
|
| 253 |
+
150,
|
| 254 |
+
150,
|
| 255 |
+
150,
|
| 256 |
+
150,
|
| 257 |
+
150,
|
| 258 |
+
150,
|
| 259 |
+
150,
|
| 260 |
+
150,
|
| 261 |
+
150,
|
| 262 |
+
150,
|
| 263 |
+
150,
|
| 264 |
+
150,
|
| 265 |
+
150,
|
| 266 |
+
150,
|
| 267 |
+
150,
|
| 268 |
+
150,
|
| 269 |
+
150,
|
| 270 |
+
150,
|
| 271 |
+
150,
|
| 272 |
+
150,
|
| 273 |
+
150,
|
| 274 |
+
150,
|
| 275 |
+
150,
|
| 276 |
+
150,
|
| 277 |
+
150,
|
| 278 |
+
150,
|
| 279 |
+
150,
|
| 280 |
+
150,
|
| 281 |
+
150,
|
| 282 |
+
150,
|
| 283 |
+
150,
|
| 284 |
+
150,
|
| 285 |
+
150,
|
| 286 |
+
150,
|
| 287 |
+
150,
|
| 288 |
+
150,
|
| 289 |
+
150,
|
| 290 |
+
150,
|
| 291 |
+
150,
|
| 292 |
+
150,
|
| 293 |
+
150,
|
| 294 |
+
150,
|
| 295 |
+
150,
|
| 296 |
+
150,
|
| 297 |
+
150,
|
| 298 |
+
150,
|
| 299 |
+
150,
|
| 300 |
+
150,
|
| 301 |
+
150,
|
| 302 |
+
150,
|
| 303 |
+
150,
|
| 304 |
+
150,
|
| 305 |
+
150,
|
| 306 |
+
150,
|
| 307 |
+
150,
|
| 308 |
+
150,
|
| 309 |
+
150,
|
| 310 |
+
150,
|
| 311 |
+
150,
|
| 312 |
+
150,
|
| 313 |
+
150,
|
| 314 |
+
150,
|
| 315 |
+
150,
|
| 316 |
+
150,
|
| 317 |
+
150,
|
| 318 |
+
150,
|
| 319 |
+
150,
|
| 320 |
+
150,
|
| 321 |
+
150,
|
| 322 |
+
150,
|
| 323 |
+
150,
|
| 324 |
+
150,
|
| 325 |
+
150,
|
| 326 |
+
150,
|
| 327 |
+
150
|
| 328 |
+
],
|
| 329 |
+
"short_samples": []
|
| 330 |
+
},
|
| 331 |
+
"pca_equal": true
|
| 332 |
+
}
|
paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw1/en.csv
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
dataset,design,unit,set,cellset,distance,n_samples,n_cells_real,n_cells_gen,n_pcs,lb,ub,dif_mean,en,lb_exact,lb_queries,n_representative_rows,en_reps_at_lb,seconds
|
| 2 |
+
immicro,fewshot,draw1,real_R2,pc,sq,102,15300,15300,100,145.85921571654404,211.96841662313878,177.79118023436186,0.4830184615744227,True,"[15300, 15300]",,,9.3
|
| 3 |
+
immicro,fewshot,draw1,real_R2,pc,l2,102,15300,15300,100,11.950356389771208,14.393520312847683,13.164422585114337,0.4969237568858483,True,"[15300, 15300]",,,9.3
|
| 4 |
+
immicro,fewshot,draw1,real_R2,all,sq,102,186544,186599,100,125.32662295993882,172.58785063812925,144.07250001778516,0.39664388715185606,False,"[20000, 20000]",,,41.4
|
| 5 |
+
immicro,fewshot,draw1,real_R2,all,l2,102,186544,186599,100,11.080097718359998,12.999838272150251,11.868545472246568,0.4107053697073248,False,"[20000, 20000]",,,41.4
|
| 6 |
+
immicro,fewshot,draw1,zs_raw,pc,sq,102,15300,15300,100,177.671410569665,184.32120034628718,403.8023826261415,34.00573245961191,True,"[15300, 15300]",,,11.1
|
| 7 |
+
immicro,fewshot,draw1,zs_raw,pc,l2,102,15300,15300,100,12.961435537221185,13.40146164920697,19.482602347750507,14.819954163856485,True,"[15300, 15300]",,,11.1
|
| 8 |
+
immicro,fewshot,draw1,zs_raw,all,sq,102,373143,153000,100,134.22183498579548,158.24196005409252,309.96253661254906,7.316394112314801,False,"[20000, 20000]",,,67.7
|
| 9 |
+
immicro,fewshot,draw1,zs_raw,all,l2,102,373143,153000,100,11.370962341820388,12.448284070347865,17.243628117240934,5.451171752979974,False,"[20000, 20000]",,,67.7
|
| 10 |
+
immicro,fewshot,draw1,zs_cal,pc,sq,102,15300,15300,100,157.45952238736032,198.48147806031898,279.1423207122978,2.9662846719214273,True,"[15300, 15300]",,,11.6
|
| 11 |
+
immicro,fewshot,draw1,zs_cal,pc,l2,102,15300,15300,100,12.329234067680682,13.926275380996204,16.383296128796463,2.5384828979153866,True,"[15300, 15300]",,,11.6
|
| 12 |
+
immicro,fewshot,draw1,zs_cal,all,sq,102,373143,153000,100,127.99192174677515,162.66948445655015,228.8727011816285,2.909108125018741,False,"[20000, 20000]",,,58.8
|
| 13 |
+
immicro,fewshot,draw1,zs_cal,all,l2,102,373143,153000,100,11.155366532997085,12.625861368938471,14.917788671713089,2.5586095556108255,False,"[20000, 20000]",,,58.8
|
| 14 |
+
immicro,fewshot,draw1,lora5,pc,sq,102,15300,15300,100,147.8194062262542,203.47997328795842,223.58453308152357,1.3611993347332885,True,"[15300, 15300]",,,11.7
|
| 15 |
+
immicro,fewshot,draw1,lora5,pc,l2,102,15300,15300,100,11.997101213859658,14.101945133222548,14.763041218220547,1.314083186366666,True,"[15300, 15300]",,,11.7
|
| 16 |
+
immicro,fewshot,draw1,lora5,all,sq,102,373143,153000,100,123.97579541400975,165.03033531651974,183.82399320290335,1.4577729510795128,False,"[20000, 20000]",,,76.2
|
| 17 |
+
immicro,fewshot,draw1,lora5,all,l2,102,373143,153000,100,11.004414338685178,12.719849040914998,13.41163979494708,1.4032743147453257,False,"[20000, 20000]",,,76.2
|
| 18 |
+
immicro,fewshot,draw1,zs_pseudo,pc,sq,102,15300,15300,100,144.03885317616664,201.6210280412068,260.65566340860386,2.0252241341311112,True,"[15300, 15300]",,,13.3
|
| 19 |
+
immicro,fewshot,draw1,zs_pseudo,pc,l2,102,15300,15300,100,11.803344970453084,14.035816567422607,15.840071792398431,1.8081873146449061,True,"[15300, 15300]",,,13.3
|
| 20 |
+
immicro,fewshot,draw1,zs_pseudo,all,sq,102,373143,153000,100,121.54425475929438,163.63176832005905,216.89129192418878,2.2654471385494235,False,"[20000, 20000]",,,58.5
|
| 21 |
+
immicro,fewshot,draw1,zs_pseudo,all,l2,102,373143,153000,100,10.874225660033332,12.663211955296251,14.52324871931106,2.0397154908005857,False,"[20000, 20000]",,,58.5
|
| 22 |
+
immicro,fewshot,draw1,scsemi5,pc,sq,102,15300,15300,100,109.36230173959493,201.6848678639327,361.89031412096364,2.735279390320132,True,"[15300, 15300]",5.0,2.6074625963799387,11.0
|
| 23 |
+
immicro,fewshot,draw1,scsemi5,pc,l2,102,15300,15300,100,10.136265266154535,14.020420556012397,18.780636507505072,2.2255472802342235,True,"[15300, 15300]",5.0,2.1215497437746804,11.0
|
| 24 |
+
immicro,fewshot,draw1,scsemi5,all,sq,102,373143,153000,100,98.22906768511058,162.02034256347272,330.1673578955147,3.6358936336147294,False,"[20000, 20000]",5.0,3.4659920619504896,57.1
|
| 25 |
+
immicro,fewshot,draw1,scsemi5,all,l2,102,373143,153000,100,9.569619701168925,12.589179363523554,17.926632050877657,2.7676261720862967,False,"[20000, 20000]",5.0,2.6382978462878715,57.1
|
paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw1/en_per_sample.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|