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Browse files- evaluation/query_family/conditional/final/v2/conditional_model_subitem_heatmap_appendix__v2.tex +21 -0
- evaluation/query_family/conditional/final/v2/conditional_model_summary_generated__v2.tex +17 -0
- evaluation/query_family/conditional/final/v2/conditional_prefix_bars_appendix__v2.tex +77 -0
- evaluation/query_family/subgroup/final/must_do/subgroup_dataset_model_heatmap_appendix__v2.tex +62 -0
- evaluation/query_family/subgroup/final/must_do/subgroup_family_subitem_bars_appendix__v2.tex +66 -0
- evaluation/query_family/subgroup/final/must_do/subgroup_model_subitem_heatmap_appendix__v2.tex +20 -0
- evaluation/query_family/subgroup/final/must_do/subgroup_prefix_bars_appendix__v2.tex +77 -0
- evaluation/query_family/subgroup/final/must_do/subgroup_tradeoff_scatter_main__v2.tex +116 -0
- evaluation/query_family/subgroup/final/v2/analysis_report__v2.md +36 -0
- evaluation/query_family/subgroup/final/v2/model_summary__v2.csv +13 -0
- evaluation/query_family/subgroup/final/v2/must_do/subgroup_family_subitem_bars_appendix__v2.tex +66 -0
- evaluation/query_family/subgroup/final/v2/must_do/subgroup_prefix_bars_appendix__v2.tex +77 -0
- evaluation/query_family/subgroup/final/v2/must_do/subgroup_tradeoff_scatter_main__v2.tex +116 -0
- evaluation/query_family/subgroup/final/v2/prefix_summary__v2.csv +37 -0
- evaluation/query_family/subgroup/final/v2/subgroup_branch_dumbbell_main__v2.tex +90 -0
- evaluation/query_family/subgroup/final/v2/subgroup_dataset_model_heatmap_appendix__v2.tex +62 -0
- evaluation/query_family/subgroup/final/v2/subgroup_family_subitem_bars_appendix__v2.tex +66 -0
- evaluation/query_family/subgroup/final/v2/subgroup_model_subitem_heatmap_appendix__v2.tex +20 -0
- evaluation/query_family/subgroup/final/v2/subgroup_prefix_bars_appendix__v2.tex +77 -0
- evaluation/query_family/subgroup/final/v2/subgroup_tradeoff_scatter_main__v2.tex +116 -0
evaluation/query_family/conditional/final/v2/conditional_model_subitem_heatmap_appendix__v2.tex
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\documentclass{standalone}
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\usepackage[table]{xcolor}
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\usepackage{xcolor}
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\usepackage{booktabs}
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\begin{document}
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\scriptsize
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\textbf{Conditional model-subitem heatmap}\\[0.4em]
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\emph{Mean score, 0--1; missing cells stay white.}\\[0.5em]
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\setlength{\tabcolsep}{4pt}
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\begin{tabular}{lccccccccccc}
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\toprule
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Subitem & ARF & BayesNet & CTGAN & ForestDiffusion & RealTabFormer & TabbyFlow & TabDDPM & TabDiff & TabPFGen & TabSyn & TVAE \\
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\midrule
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Dependency strength similarity & \cellcolor[HTML]{73C8BD} & \cellcolor[HTML]{6DC6BE} & \cellcolor[HTML]{76CABC} & \cellcolor[HTML]{A0DAB8} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{9CD8B8} & \cellcolor[HTML]{92D5B9} & \cellcolor[HTML]{92D5B9} & \cellcolor[HTML]{7ACBBC} & \cellcolor[HTML]{80CEBB} & \cellcolor[HTML]{83CEBB} \\
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Direction consistency & \cellcolor[HTML]{2075B3} & \cellcolor[HTML]{206EB0} & \cellcolor[HTML]{1F7EB7} & \cellcolor[HTML]{1D8EBF} & \cellcolor[HTML]{234DA0} & \cellcolor[HTML]{2094C0} & \cellcolor[HTML]{2296C1} & \cellcolor[HTML]{1E83BA} & \cellcolor[HTML]{1F7DB6} & \cellcolor[HTML]{1F7EB7} & \cellcolor[HTML]{1E88BC} \\
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Slice-level consistency & \cellcolor[HTML]{2FA4C2} & \cellcolor[HTML]{2A9EC1} & \cellcolor[HTML]{3DB2C4} & \cellcolor[HTML]{5DC0C0} & \cellcolor[HTML]{206EB0} & \cellcolor[HTML]{46B8C3} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{3FB4C4} & \cellcolor[HTML]{32A6C2} & \cellcolor[HTML]{37ACC3} & \cellcolor[HTML]{53BDC1} \\
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Family mean & \cellcolor[HTML]{37ACC3} & \cellcolor[HTML]{32A6C2} & \cellcolor[HTML]{3DB2C4} & \cellcolor[HTML]{59BFC0} & \cellcolor[HTML]{1F7EB7} & \cellcolor[HTML]{4EBBC2} & \cellcolor[HTML]{53BDC1} & \cellcolor[HTML]{46B8C3} & \cellcolor[HTML]{3BB0C3} & \cellcolor[HTML]{3EB3C4} & \cellcolor[HTML]{4AB9C3} \\
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\bottomrule
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\end{tabular}
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\end{document}
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evaluation/query_family/conditional/final/v2/conditional_model_summary_generated__v2.tex
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\begin{tabular}{lrrrrr}
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\toprule
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Model & Conditional & Derived subgroup & Strength & Direction & Slice \\
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\midrule
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ARF & 0.534 & 0.625 & 0.399 & 0.693 & 0.562 \\
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BayesNet & 0.551 & 0.640 & 0.411 & 0.708 & 0.578 \\
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CTGAN & 0.513 & 0.589 & 0.394 & 0.668 & 0.513 \\
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ForestDiffusion & 0.451 & 0.536 & 0.319 & 0.629 & 0.445 \\
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RealTabFormer & 0.671 & 0.748 & 0.551 & 0.799 & 0.708 \\
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TabbyFlow & 0.476 & 0.559 & 0.328 & 0.615 & 0.490 \\
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TabDDPM & 0.465 & 0.549 & 0.340 & 0.608 & 0.492 \\
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TabDiff & 0.491 & 0.583 & 0.341 & 0.659 & 0.508 \\
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TabPFGen & 0.520 & 0.612 & 0.385 & 0.675 & 0.554 \\
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TabSyn & 0.509 & 0.601 & 0.374 & 0.672 & 0.535 \\
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TVAE & 0.483 & 0.553 & 0.370 & 0.646 & 0.461 \\
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\bottomrule
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\end{tabular}
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evaluation/query_family/conditional/final/v2/conditional_prefix_bars_appendix__v2.tex
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\documentclass[tikz,border=4pt]{standalone}
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\usepackage{pgfplots}
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\usepgfplotslibrary{groupplots}
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\usetikzlibrary{patterns}
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\usepackage{xcolor}
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\pgfplotsset{compat=1.18}
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\definecolor{modelreal}{HTML}{000000}
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\definecolor{modelarf}{HTML}{777777}
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\definecolor{modelbayesnet}{HTML}{CCBB44}
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\definecolor{modelctgan}{HTML}{EE6677}
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\definecolor{modelforestdiffusion}{HTML}{228833}
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\definecolor{modelrealtabformer}{HTML}{332288}
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\definecolor{modeltabbyflow}{HTML}{882255}
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\definecolor{modeltabddpm}{HTML}{EE7733}
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\definecolor{modeltabdiff}{HTML}{AA3377}
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\definecolor{modeltabpfgen}{HTML}{009988}
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\definecolor{modeltabsyn}{HTML}{66CCEE}
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\definecolor{modeltvae}{HTML}{4477AA}
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\begin{document}
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\begin{tikzpicture}
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\begin{groupplot}[
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group style={group size=3 by 1, horizontal sep=1.1cm},
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width=4.2cm,
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height=7.0cm,
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ybar,
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bar width=7pt,
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ymin=0, ymax=1.02,
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xtick=data,
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x tick label style={rotate=45, anchor=east, font=\tiny},
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tick label style={font=\scriptsize},
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label style={font=\scriptsize},
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grid=both,
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grid style={draw=gray!20},
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]
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\nextgroupplot[title={Categorical}, ylabel={Derived subgroup score}, xtick={1,2,3,4,5,6,7,8,9,10,11,12}, xticklabels={REAL,ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE}]
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\addplot+[draw=modelreal, fill=modelreal] coordinates { (1,1.0000) };
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\addplot+[draw=modelarf, fill=modelarf] coordinates { (2,0.7944) };
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\addplot+[draw=modelbayesnet, fill=modelbayesnet] coordinates { (3,0.7579) };
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\addplot+[draw=modelctgan, fill=modelctgan] coordinates { (4,0.7494) };
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\addplot+[draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (5,0.6621) };
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\addplot+[draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (6,0.8572) };
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\addplot+[draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (7,0.6598) };
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\addplot+[draw=modeltabddpm, fill=modeltabddpm] coordinates { (8,0.7717) };
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\addplot+[draw=modeltabdiff, fill=modeltabdiff] coordinates { (9,0.7252) };
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\addplot+[draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (10,0.7886) };
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\addplot+[draw=modeltabsyn, fill=modeltabsyn] coordinates { (11,0.7185) };
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\addplot+[draw=modeltvae, fill=modeltvae] coordinates { (12,0.6794) };
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\nextgroupplot[title={Mixed}, ylabel={Derived subgroup score}, xtick={1,2,3,4,5,6,7,8,9,10,11,12}, xticklabels={REAL,ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE}]
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\addplot+[draw=modelreal, fill=modelreal] coordinates { (1,1.0000) };
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\addplot+[draw=modelarf, fill=modelarf] coordinates { (2,0.6940) };
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\addplot+[draw=modelbayesnet, fill=modelbayesnet] coordinates { (3,0.7234) };
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\addplot+[draw=modelctgan, fill=modelctgan] coordinates { (4,0.6184) };
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\addplot+[draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (5,0.6293) };
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\addplot+[draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (6,0.8011) };
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\addplot+[draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (7,0.6557) };
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\addplot+[draw=modeltabddpm, fill=modeltabddpm] coordinates { (8,0.6123) };
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\addplot+[draw=modeltabdiff, fill=modeltabdiff] coordinates { (9,0.6799) };
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\addplot+[draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (10,0.6755) };
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\addplot+[draw=modeltabsyn, fill=modeltabsyn] coordinates { (11,0.6633) };
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\addplot+[draw=modeltvae, fill=modeltvae] coordinates { (12,0.5212) };
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\nextgroupplot[title={Numerical}, ylabel={Derived subgroup score}, xtick={1,2,3,4,5,6,7,8,9,10,11,12}, xticklabels={REAL,ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE}]
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\addplot+[draw=modelreal, fill=modelreal] coordinates { (1,1.0000) };
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\addplot+[draw=modelarf, fill=modelarf] coordinates { (2,0.4418) };
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\addplot+[draw=modelbayesnet, fill=modelbayesnet] coordinates { (3,0.4923) };
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\addplot+[draw=modelctgan, fill=modelctgan] coordinates { (4,0.4365) };
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\addplot+[draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (5,0.3769) };
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\addplot+[draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (6,0.6245) };
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\addplot+[draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (7,0.4008) };
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| 70 |
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\addplot+[draw=modeltabddpm, fill=modeltabddpm] coordinates { (8,0.3677) };
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\addplot+[draw=modeltabdiff, fill=modeltabdiff] coordinates { (9,0.4097) };
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\addplot+[draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (10,0.4357) };
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\addplot+[draw=modeltabsyn, fill=modeltabsyn] coordinates { (11,0.4059) };
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\addplot+[draw=modeltvae, fill=modeltvae] coordinates { (12,0.4640) };
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\end{groupplot}
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\end{tikzpicture}
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\end{document}
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evaluation/query_family/subgroup/final/must_do/subgroup_dataset_model_heatmap_appendix__v2.tex
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\documentclass{standalone}
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\usepackage[table]{xcolor}
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| 3 |
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\usepackage{booktabs}
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| 4 |
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\begin{document}
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| 5 |
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\scriptsize
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| 6 |
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\setlength{\tabcolsep}{4pt}
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| 7 |
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\begin{tabular}{lcccccccccccc}
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| 8 |
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\toprule
|
| 9 |
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Dataset & REAL & ARF & BayesNet & CTGAN & ForestDiffusion & RealTabFormer & TabbyFlow & TabDDPM & TabDiff & TabPFGen & TabSyn & TVAE \\
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| 10 |
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\midrule
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| 11 |
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C2 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{0A1E5C} & \cellcolor[HTML]{091E5A} & \cellcolor[HTML]{0D2161} & \cellcolor[HTML]{0A1E5C} & \cellcolor[HTML]{091E5A} & \cellcolor[HTML]{24409A} & \cellcolor[HTML]{0C2060} & \cellcolor[HTML]{24409A} & \cellcolor[HTML]{243D98} & \cellcolor[HTML]{243392} & \cellcolor[HTML]{0A1E5C} \\
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C3 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} \\
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C4 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{091E5A} & \cellcolor[HTML]{091E5A} & \cellcolor[HTML]{091E5A} & \cellcolor[HTML]{0B1F5E} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{091E5A} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{0C2060} & \cellcolor[HTML]{081D58} \\
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C5 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{243C98} & \cellcolor[HTML]{243F99} & \cellcolor[HTML]{243C98} & \cellcolor[HTML]{24439B} & \cellcolor[HTML]{243C98} & \cellcolor[HTML]{243D98} & \cellcolor[HTML]{24439B} & \cellcolor[HTML]{243C98} & \cellcolor[HTML]{1E2E85} & \cellcolor[HTML]{24409A} & \cellcolor[HTML]{24439B} \\
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| 15 |
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C6 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{32A6C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{34A9C3} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{32A6C2} & \cellcolor[HTML]{34A9C3} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{32A6C2} \\
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| 16 |
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C7 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{0D2161} & \cellcolor[HTML]{142670} & \cellcolor[HTML]{0D2163} & \cellcolor[HTML]{0C2060} & \cellcolor[HTML]{13266F} & \cellcolor[HTML]{1B2C80} & \cellcolor[HTML]{0D2161} & \cellcolor[HTML]{142670} & \cellcolor[HTML]{13266F} & \cellcolor[HTML]{1B2C80} & \cellcolor[HTML]{142670} \\
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| 17 |
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C8 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{0E2265} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{12256D} & \cellcolor[HTML]{12256D} & \cellcolor[HTML]{0E2265} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{11246B} \\
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| 18 |
+
C9 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{CBEBB4} & \cellcolor[HTML]{C2E7B4} & \cellcolor[HTML]{C2E7B4} & \cellcolor[HTML]{CBEBB4} & \cellcolor[HTML]{0D2163} & \cellcolor[HTML]{CBEBB4} & \cellcolor[HTML]{CBEBB4} & \cellcolor[HTML]{CBEBB4} & \cellcolor[HTML]{CBEBB4} & \cellcolor[HTML]{CBEBB4} & \cellcolor[HTML]{C2E7B4} \\
|
| 19 |
+
C10 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & & \cellcolor[HTML]{102369} \\
|
| 20 |
+
C11 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{102369} & \cellcolor[HTML]{11246B} & \cellcolor[HTML]{152772} & \cellcolor[HTML]{12256D} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{0D2163} & \cellcolor[HTML]{0D2163} & \cellcolor[HTML]{0D2161} & \cellcolor[HTML]{0B1F5E} & \cellcolor[HTML]{0D2163} & \cellcolor[HTML]{0D2161} \\
|
| 21 |
+
C12 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2350A1} & \cellcolor[HTML]{081D58} & & & & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{299DC1} \\
|
| 22 |
+
C13 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{5FC1C0} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2094C0} & \cellcolor[HTML]{102369} & \cellcolor[HTML]{F8FCCA} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{5FC1C0} \\
|
| 23 |
+
C14 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{21318D} & \cellcolor[HTML]{2354A3} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{091E5A} & \cellcolor[HTML]{80CEBB} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{225DA8} \\
|
| 24 |
+
C15 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{253595} & \cellcolor[HTML]{2354A3} & \cellcolor[HTML]{1F78B4} & \cellcolor[HTML]{2070B0} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2165AB} & & \cellcolor[HTML]{2260A9} & \cellcolor[HTML]{2354A3} & \cellcolor[HTML]{2260A9} & \cellcolor[HTML]{32A6C2} \\
|
| 25 |
+
C16 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{243392} & \cellcolor[HTML]{1E8ABD} & \cellcolor[HTML]{243392} & \cellcolor[HTML]{1E8BBD} & \cellcolor[HTML]{243C98} & \cellcolor[HTML]{A7DCB7} & & \cellcolor[HTML]{2DA2C2} & & \cellcolor[HTML]{31A5C2} & \cellcolor[HTML]{5FC1C0} \\
|
| 26 |
+
C17 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2076B3} & \cellcolor[HTML]{2076B3} & \cellcolor[HTML]{142670} & \cellcolor[HTML]{3CB1C3} & \cellcolor[HTML]{32A6C2} & \cellcolor[HTML]{A9DDB7} & & \cellcolor[HTML]{36ABC3} & \cellcolor[HTML]{1F7AB5} & \cellcolor[HTML]{3BB0C3} & \cellcolor[HTML]{243D98} \\
|
| 27 |
+
C18 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{32A6C2} & \cellcolor[HTML]{42B6C4} & \cellcolor[HTML]{269BC1} & \cellcolor[HTML]{4AB9C3} & \cellcolor[HTML]{24419A} & \cellcolor[HTML]{9CD8B8} & & & & & \cellcolor[HTML]{259AC1} \\
|
| 28 |
+
C19 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2258A5} & \cellcolor[HTML]{234DA0} & \cellcolor[HTML]{37ACC3} & \cellcolor[HTML]{1F80B8} & & \cellcolor[HTML]{234DA0} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{22328F} & \cellcolor[HTML]{2352A3} \\
|
| 29 |
+
C20 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2258A5} & & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} \\
|
| 30 |
+
M1 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{21318D} & \cellcolor[HTML]{21308B} & \cellcolor[HTML]{182A7A} & \cellcolor[HTML]{24409A} & \cellcolor[HTML]{162874} & \cellcolor[HTML]{11246B} & \cellcolor[HTML]{162874} & \cellcolor[HTML]{1F7BB6} \\
|
| 31 |
+
M2 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{4EBBC2} & \cellcolor[HTML]{4EBBC2} & \cellcolor[HTML]{4EBBC2} & \cellcolor[HTML]{4EBBC2} & \cellcolor[HTML]{3CB1C3} & \cellcolor[HTML]{55BEC1} & \cellcolor[HTML]{4CBAC2} & & \cellcolor[HTML]{4EBBC2} & \cellcolor[HTML]{4EBBC2} & \cellcolor[HTML]{4EBBC2} \\
|
| 32 |
+
M4 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2259A6} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{13266F} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2259A6} \\
|
| 33 |
+
M5 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{32A6C2} & \cellcolor[HTML]{32A6C2} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{53BDC1} & \cellcolor[HTML]{35AAC3} & \cellcolor[HTML]{37ACC3} & \cellcolor[HTML]{75C9BD} & \cellcolor[HTML]{46B8C3} & \cellcolor[HTML]{2354A3} & \cellcolor[HTML]{37ACC3} & \cellcolor[HTML]{B7E3B6} \\
|
| 34 |
+
M6 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{0B1F5E} & \cellcolor[HTML]{0C2060} & \cellcolor[HTML]{A5DCB7} & \cellcolor[HTML]{24439B} & \cellcolor[HTML]{13266F} & \cellcolor[HTML]{1E2E85} & \cellcolor[HTML]{23499E} & \cellcolor[HTML]{152772} & \cellcolor[HTML]{1D2E83} & \cellcolor[HTML]{172976} & \cellcolor[HTML]{C0E6B5} \\
|
| 35 |
+
M7 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{162874} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{13266F} \\
|
| 36 |
+
M8 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{40B5C4} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{34A9C3} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{6BC6BE} \\
|
| 37 |
+
M9 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{243392} & \cellcolor[HTML]{243392} & \cellcolor[HTML]{243392} & \cellcolor[HTML]{1F7DB6} & \cellcolor[HTML]{12256D} & \cellcolor[HTML]{2DA2C2} & \cellcolor[HTML]{1F7DB6} & \cellcolor[HTML]{1F7EB7} & \cellcolor[HTML]{225CA7} & \cellcolor[HTML]{1F7EB7} & \cellcolor[HTML]{1E85BA} \\
|
| 38 |
+
M10 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{24449C} & \cellcolor[HTML]{233390} & \cellcolor[HTML]{253595} & \cellcolor[HTML]{24459C} & \cellcolor[HTML]{091E5A} & \cellcolor[HTML]{24439B} & \cellcolor[HTML]{2352A3} & \cellcolor[HTML]{24439B} & \cellcolor[HTML]{24449C} & \cellcolor[HTML]{24439B} & \cellcolor[HTML]{253997} \\
|
| 39 |
+
M11 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{61C2BF} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{67C4BE} \\
|
| 40 |
+
M12 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2076B3} & \cellcolor[HTML]{2165AB} & \cellcolor[HTML]{1F80B8} & \cellcolor[HTML]{299DC1} & \cellcolor[HTML]{102369} & \cellcolor[HTML]{206EB0} & & \cellcolor[HTML]{2163AA} & \cellcolor[HTML]{216BAE} & \cellcolor[HTML]{2075B3} & \cellcolor[HTML]{1D8EBF} \\
|
| 41 |
+
N1 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{40B5C4} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} \\
|
| 42 |
+
N2 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{C6E9B4} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{C6E9B4} & \cellcolor[HTML]{C6E9B4} & \cellcolor[HTML]{C6E9B4} & \cellcolor[HTML]{081D58} & & \cellcolor[HTML]{081D58} \\
|
| 43 |
+
N3 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{D0EDB3} & \cellcolor[HTML]{D0EDB3} & \cellcolor[HTML]{EEF8B3} & \cellcolor[HTML]{E0F3B2} & \cellcolor[HTML]{40B5C4} & \cellcolor[HTML]{DDF2B2} & \cellcolor[HTML]{DFF2B2} & \cellcolor[HTML]{DDF2B2} & \cellcolor[HTML]{E5F5B2} & \cellcolor[HTML]{CEECB3} & \cellcolor[HTML]{EEF8B3} \\
|
| 44 |
+
N4 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{76CABC} & \cellcolor[HTML]{76CABC} & \cellcolor[HTML]{D5EFB3} & \cellcolor[HTML]{76CABC} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{73C8BD} & \cellcolor[HTML]{CFECB3} & \cellcolor[HTML]{73C8BD} & \cellcolor[HTML]{73C8BD} & & \cellcolor[HTML]{C6E9B4} \\
|
| 45 |
+
N5 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{89D1BA} & \cellcolor[HTML]{46B8C3} & \cellcolor[HTML]{61C2BF} & \cellcolor[HTML]{8CD2BA} & \cellcolor[HTML]{39ADC3} & \cellcolor[HTML]{97D6B9} & \cellcolor[HTML]{EAF7B1} & \cellcolor[HTML]{89D1BA} & \cellcolor[HTML]{8CD2BA} & & \cellcolor[HTML]{67C4BE} \\
|
| 46 |
+
N6 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{D3EEB3} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{D3EEB3} \\
|
| 47 |
+
N7 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{37ACC3} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & & \cellcolor[HTML]{33A7C2} \\
|
| 48 |
+
N8 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2296C1} & \cellcolor[HTML]{2498C1} & \cellcolor[HTML]{87D0BA} & \cellcolor[HTML]{35AAC3} & \cellcolor[HTML]{1F7AB5} & \cellcolor[HTML]{2296C1} & & \cellcolor[HTML]{31A5C2} & & \cellcolor[HTML]{31A5C2} & \cellcolor[HTML]{35AAC3} \\
|
| 49 |
+
N9 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & & \cellcolor[HTML]{FFFFD9} \\
|
| 50 |
+
N10 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & & \cellcolor[HTML]{081D58} \\
|
| 51 |
+
N11 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} \\
|
| 52 |
+
N12 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{E8F6B1} & \cellcolor[HTML]{E8F6B1} & \cellcolor[HTML]{1C2D81} & \cellcolor[HTML]{F5FBC2} & \cellcolor[HTML]{0F2367} & \cellcolor[HTML]{F5FBC2} & \cellcolor[HTML]{F5FBC2} & \cellcolor[HTML]{F5FBC2} & \cellcolor[HTML]{F5FBC2} & & \cellcolor[HTML]{182A7A} \\
|
| 53 |
+
N14 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{FEFFD8} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{F1FABB} & & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FCFED3} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FCFED3} & \cellcolor[HTML]{FFFFD9} \\
|
| 54 |
+
N15 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{152772} & \cellcolor[HTML]{0B1F5E} & \cellcolor[HTML]{EDF8B2} & \cellcolor[HTML]{192B7C} & \cellcolor[HTML]{142670} & \cellcolor[HTML]{216AAD} & \cellcolor[HTML]{9ED9B8} & \cellcolor[HTML]{152772} & \cellcolor[HTML]{1B2C80} & \cellcolor[HTML]{152772} & \cellcolor[HTML]{24479D} \\
|
| 55 |
+
N16 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} \\
|
| 56 |
+
N17 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{F3FABF} & \cellcolor[HTML]{1D90C0} & \cellcolor[HTML]{259AC1} & \cellcolor[HTML]{F8FCCA} & \cellcolor[HTML]{2075B3} & & \cellcolor[HTML]{F4FBC1} & \cellcolor[HTML]{F4FBC1} & \cellcolor[HTML]{F4FBC0} & \cellcolor[HTML]{F8FCCA} & \cellcolor[HTML]{2DA2C2} \\
|
| 57 |
+
N18 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{EAF7B1} & \cellcolor[HTML]{E2F4B2} & \cellcolor[HTML]{E1F3B2} & \cellcolor[HTML]{E7F6B1} & \cellcolor[HTML]{BDE5B5} & \cellcolor[HTML]{E1F3B2} & & \cellcolor[HTML]{E3F4B2} & \cellcolor[HTML]{E8F6B1} & \cellcolor[HTML]{E3F4B2} & \cellcolor[HTML]{E5F5B2} \\
|
| 58 |
+
N19 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{E0F3B2} & \cellcolor[HTML]{CEECB3} & \cellcolor[HTML]{24489D} & \cellcolor[HTML]{F9FDCC} & \cellcolor[HTML]{216DAF} & \cellcolor[HTML]{FBFDD0} & \cellcolor[HTML]{FBFDD0} & \cellcolor[HTML]{EDF8B1} & \cellcolor[HTML]{CBEBB4} & \cellcolor[HTML]{E0F3B2} & \cellcolor[HTML]{1F7AB5} \\
|
| 59 |
+
N20 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{2166AC} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} \\
|
| 60 |
+
\bottomrule
|
| 61 |
+
\end{tabular}
|
| 62 |
+
\end{document}
|
evaluation/query_family/subgroup/final/must_do/subgroup_family_subitem_bars_appendix__v2.tex
ADDED
|
@@ -0,0 +1,66 @@
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|
| 1 |
+
\documentclass[tikz,border=4pt]{standalone}
|
| 2 |
+
\usepackage{pgfplots}
|
| 3 |
+
\usepackage{xcolor}
|
| 4 |
+
\pgfplotsset{compat=1.18}
|
| 5 |
+
|
| 6 |
+
\definecolor{barreal}{HTML}{000000}
|
| 7 |
+
\definecolor{bararf}{HTML}{777777}
|
| 8 |
+
\definecolor{barbayesnet}{HTML}{CCBB44}
|
| 9 |
+
\definecolor{barctgan}{HTML}{EE6677}
|
| 10 |
+
\definecolor{barforestdiffusion}{HTML}{228833}
|
| 11 |
+
\definecolor{barrealtabformer}{HTML}{332288}
|
| 12 |
+
\definecolor{bartabbyflow}{HTML}{882255}
|
| 13 |
+
\definecolor{bartabddpm}{HTML}{EE7733}
|
| 14 |
+
\definecolor{bartabdiff}{HTML}{AA3377}
|
| 15 |
+
\definecolor{bartabpfgen}{HTML}{009988}
|
| 16 |
+
\definecolor{bartabsyn}{HTML}{66CCEE}
|
| 17 |
+
\definecolor{bartvae}{HTML}{4477AA}
|
| 18 |
+
\begin{document}
|
| 19 |
+
\begin{tikzpicture}
|
| 20 |
+
\begin{axis}[
|
| 21 |
+
width=13.50cm,
|
| 22 |
+
height=8.8cm,
|
| 23 |
+
ymin=0.0, ymax=1.08,
|
| 24 |
+
ylabel={Score},
|
| 25 |
+
title={Subgroup family and subitem bars},
|
| 26 |
+
ymajorgrids,
|
| 27 |
+
grid style={draw=gray!22},
|
| 28 |
+
major grid style={draw=gray!30},
|
| 29 |
+
axis line style={draw=black!70},
|
| 30 |
+
tick style={draw=black!70},
|
| 31 |
+
xtick={0.0000,1.1000,2.2000,3.3000,4.4000,5.5000,6.6000,7.7000,8.8000,9.9000,11.0000,12.1000,14.5500,15.6500,16.7500,17.8500,18.9500,20.0500,21.1500,22.2500,23.3500,24.4500,25.5500,26.6500},
|
| 32 |
+
xticklabels={REAL,ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE,REAL,ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE},
|
| 33 |
+
x tick label style={rotate=90, anchor=east, font=\scriptsize},
|
| 34 |
+
enlarge x limits=0.01,
|
| 35 |
+
clip=false,
|
| 36 |
+
]
|
| 37 |
+
\addplot+[ybar, bar width=5.8pt, draw=barreal, fill=barreal] coordinates {(0.0000,1.000000)};
|
| 38 |
+
\addplot+[ybar, bar width=5.8pt, draw=bararf, fill=bararf] coordinates {(1.1000,0.691823)};
|
| 39 |
+
\addplot+[ybar, bar width=5.8pt, draw=barbayesnet, fill=barbayesnet] coordinates {(2.2000,0.705327)};
|
| 40 |
+
\addplot+[ybar, bar width=5.8pt, draw=barctgan, fill=barctgan] coordinates {(3.3000,0.657997)};
|
| 41 |
+
\addplot+[ybar, bar width=5.8pt, draw=barforestdiffusion, fill=barforestdiffusion] coordinates {(4.4000,0.614168)};
|
| 42 |
+
\addplot+[ybar, bar width=5.8pt, draw=barrealtabformer, fill=barrealtabformer] coordinates {(5.5000,0.789807)};
|
| 43 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabbyflow, fill=bartabbyflow] coordinates {(6.6000,0.618007)};
|
| 44 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabddpm, fill=bartabddpm] coordinates {(7.7000,0.586464)};
|
| 45 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabdiff, fill=bartabdiff] coordinates {(8.8000,0.649159)};
|
| 46 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabpfgen, fill=bartabpfgen] coordinates {(9.9000,0.663403)};
|
| 47 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabsyn, fill=bartabsyn] coordinates {(11.0000,0.693785)};
|
| 48 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartvae, fill=bartvae] coordinates {(12.1000,0.619060)};
|
| 49 |
+
\addplot+[ybar, bar width=5.8pt, draw=barreal, fill=barreal] coordinates {(14.5500,1.000000)};
|
| 50 |
+
\addplot+[ybar, bar width=5.8pt, draw=bararf, fill=bararf] coordinates {(15.6500,0.711284)};
|
| 51 |
+
\addplot+[ybar, bar width=5.8pt, draw=barbayesnet, fill=barbayesnet] coordinates {(16.7500,0.717910)};
|
| 52 |
+
\addplot+[ybar, bar width=5.8pt, draw=barctgan, fill=barctgan] coordinates {(17.8500,0.684272)};
|
| 53 |
+
\addplot+[ybar, bar width=5.8pt, draw=barforestdiffusion, fill=barforestdiffusion] coordinates {(18.9500,0.660166)};
|
| 54 |
+
\addplot+[ybar, bar width=5.8pt, draw=barrealtabformer, fill=barrealtabformer] coordinates {(20.0500,0.804929)};
|
| 55 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabbyflow, fill=bartabbyflow] coordinates {(21.1500,0.635508)};
|
| 56 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabddpm, fill=bartabddpm] coordinates {(22.2500,0.601335)};
|
| 57 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabdiff, fill=bartabdiff] coordinates {(23.3500,0.671455)};
|
| 58 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabpfgen, fill=bartabpfgen] coordinates {(24.4500,0.686325)};
|
| 59 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabsyn, fill=bartabsyn] coordinates {(25.5500,0.710633)};
|
| 60 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartvae, fill=bartvae] coordinates {(26.6500,0.664407)};
|
| 61 |
+
\draw[dashed, gray!70, line width=0.6pt] (axis cs:13.8250,0) -- (axis cs:13.8250,1.08);
|
| 62 |
+
\node[anchor=south, font=\bfseries\small] at (axis cs:6.0500,1.035) {Internal profile stability};
|
| 63 |
+
\node[anchor=south, font=\bfseries\small] at (axis cs:20.6000,1.035) {Subgroup size stability};
|
| 64 |
+
\end{axis}
|
| 65 |
+
\end{tikzpicture}
|
| 66 |
+
\end{document}
|
evaluation/query_family/subgroup/final/must_do/subgroup_model_subitem_heatmap_appendix__v2.tex
ADDED
|
@@ -0,0 +1,20 @@
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|
| 1 |
+
\documentclass{standalone}
|
| 2 |
+
\usepackage[table]{xcolor}
|
| 3 |
+
\usepackage{xcolor}
|
| 4 |
+
\usepackage{booktabs}
|
| 5 |
+
|
| 6 |
+
\begin{document}
|
| 7 |
+
\scriptsize
|
| 8 |
+
\textbf{Subgroup model-subitem heatmap}\\[0.4em]
|
| 9 |
+
\emph{Mean score, 0--1; missing cells stay white.}\\[0.5em]
|
| 10 |
+
\setlength{\tabcolsep}{4pt}
|
| 11 |
+
\begin{tabular}{lccccccccccc}
|
| 12 |
+
\toprule
|
| 13 |
+
Subitem & ARF & BayesNet & CTGAN & ForestDiffusion & RealTabFormer & TabbyFlow & TabDDPM & TabDiff & TabPFGen & TabSyn & TVAE \\
|
| 14 |
+
\midrule
|
| 15 |
+
Internal profile stability & \cellcolor[HTML]{2075B3} & \cellcolor[HTML]{2070B0} & \cellcolor[HTML]{1E83BA} & \cellcolor[HTML]{2094C0} & \cellcolor[HTML]{2350A1} & \cellcolor[HTML]{1F93C0} & \cellcolor[HTML]{289CC1} & \cellcolor[HTML]{1E86BB} & \cellcolor[HTML]{1F82B9} & \cellcolor[HTML]{2075B3} & \cellcolor[HTML]{1F93C0} \\
|
| 16 |
+
Subgroup size stability & \cellcolor[HTML]{216DAF} & \cellcolor[HTML]{216BAE} & \cellcolor[HTML]{1F78B4} & \cellcolor[HTML]{1F82B9} & \cellcolor[HTML]{234B9F} & \cellcolor[HTML]{1D8DBE} & \cellcolor[HTML]{2498C1} & \cellcolor[HTML]{1F7EB7} & \cellcolor[HTML]{1F78B4} & \cellcolor[HTML]{206EB0} & \cellcolor[HTML]{1F80B8} \\
|
| 17 |
+
Family mean & \cellcolor[HTML]{2075B3} & \cellcolor[HTML]{2070B0} & \cellcolor[HTML]{1F80B8} & \cellcolor[HTML]{1D8EBF} & \cellcolor[HTML]{2350A1} & \cellcolor[HTML]{1D90C0} & \cellcolor[HTML]{289CC1} & \cellcolor[HTML]{1E85BA} & \cellcolor[HTML]{1F80B8} & \cellcolor[HTML]{2075B3} & \cellcolor[HTML]{1D8DBE} \\
|
| 18 |
+
\bottomrule
|
| 19 |
+
\end{tabular}
|
| 20 |
+
\end{document}
|
evaluation/query_family/subgroup/final/must_do/subgroup_prefix_bars_appendix__v2.tex
ADDED
|
@@ -0,0 +1,77 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
\documentclass[tikz,border=4pt]{standalone}
|
| 2 |
+
\usepackage{pgfplots}
|
| 3 |
+
\usepackage{xcolor}
|
| 4 |
+
\usetikzlibrary{patterns}
|
| 5 |
+
\pgfplotsset{compat=1.18}
|
| 6 |
+
|
| 7 |
+
\usepgfplotslibrary{groupplots}
|
| 8 |
+
\definecolor{modelreal}{HTML}{000000}
|
| 9 |
+
\definecolor{modelarf}{HTML}{777777}
|
| 10 |
+
\definecolor{modelbayesnet}{HTML}{CCBB44}
|
| 11 |
+
\definecolor{modelctgan}{HTML}{EE6677}
|
| 12 |
+
\definecolor{modelforestdiffusion}{HTML}{228833}
|
| 13 |
+
\definecolor{modelrealtabformer}{HTML}{332288}
|
| 14 |
+
\definecolor{modeltabbyflow}{HTML}{882255}
|
| 15 |
+
\definecolor{modeltabddpm}{HTML}{EE7733}
|
| 16 |
+
\definecolor{modeltabdiff}{HTML}{AA3377}
|
| 17 |
+
\definecolor{modeltabpfgen}{HTML}{009988}
|
| 18 |
+
\definecolor{modeltabsyn}{HTML}{66CCEE}
|
| 19 |
+
\definecolor{modeltvae}{HTML}{4477AA}
|
| 20 |
+
\begin{document}
|
| 21 |
+
\begin{tikzpicture}
|
| 22 |
+
\begin{groupplot}[
|
| 23 |
+
group style={group size=3 by 1, horizontal sep=1.15cm},
|
| 24 |
+
width=5.0cm,
|
| 25 |
+
height=7.0cm,
|
| 26 |
+
ymin=0.0, ymax=1.0,
|
| 27 |
+
ymajorgrids,
|
| 28 |
+
grid style={draw=gray!20},
|
| 29 |
+
major grid style={draw=gray!30},
|
| 30 |
+
symbolic x coords={REAL,ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE},
|
| 31 |
+
xtick=data,
|
| 32 |
+
x tick label style={rotate=45, anchor=east, font=\scriptsize},
|
| 33 |
+
tick style={draw=black!70},
|
| 34 |
+
axis line style={draw=black!70},
|
| 35 |
+
]
|
| 36 |
+
\nextgroupplot[title={Categorical}, ylabel={Subgroup structure score}]
|
| 37 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelreal, fill=modelreal] coordinates { (REAL,1.0000) };
|
| 38 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelarf, fill=modelarf] coordinates { (ARF,0.8708) };
|
| 39 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelbayesnet, fill=modelbayesnet] coordinates { (BayesNet,0.8504) };
|
| 40 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelctgan, fill=modelctgan] coordinates { (CTGAN,0.8287) };
|
| 41 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (ForestDiffusion,0.8008) };
|
| 42 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (RealTabFormer,0.8995) };
|
| 43 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (TabbyFlow,0.7579) };
|
| 44 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabddpm, fill=modeltabddpm] coordinates { (TabDDPM,0.7889) };
|
| 45 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabdiff, fill=modeltabdiff] coordinates { (TabDiff,0.8110) };
|
| 46 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (TabPFGen,0.8226) };
|
| 47 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabsyn, fill=modeltabsyn] coordinates { (TabSyn,0.8282) };
|
| 48 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltvae, fill=modeltvae] coordinates { (TVAE,0.7619) };
|
| 49 |
+
\nextgroupplot[title={Mixed}, ylabel={}]
|
| 50 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelreal, fill=modelreal] coordinates { (REAL,1.0000) };
|
| 51 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelarf, fill=modelarf] coordinates { (ARF,0.7553) };
|
| 52 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelbayesnet, fill=modelbayesnet] coordinates { (BayesNet,0.7641) };
|
| 53 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelctgan, fill=modelctgan] coordinates { (CTGAN,0.6638) };
|
| 54 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (ForestDiffusion,0.6939) };
|
| 55 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (RealTabFormer,0.8099) };
|
| 56 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (TabbyFlow,0.7124) };
|
| 57 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabddpm, fill=modeltabddpm] coordinates { (TabDDPM,0.6836) };
|
| 58 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabdiff, fill=modeltabdiff] coordinates { (TabDiff,0.7513) };
|
| 59 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (TabPFGen,0.7511) };
|
| 60 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabsyn, fill=modeltabsyn] coordinates { (TabSyn,0.7256) };
|
| 61 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltvae, fill=modeltvae] coordinates { (TVAE,0.5810) };
|
| 62 |
+
\nextgroupplot[title={Numerical}, ylabel={}]
|
| 63 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelreal, fill=modelreal] coordinates { (REAL,1.0000) };
|
| 64 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelarf, fill=modelarf] coordinates { (ARF,0.4826) };
|
| 65 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelbayesnet, fill=modelbayesnet] coordinates { (BayesNet,0.5236) };
|
| 66 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelctgan, fill=modelctgan] coordinates { (CTGAN,0.4998) };
|
| 67 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (ForestDiffusion,0.4233) };
|
| 68 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (RealTabFormer,0.6694) };
|
| 69 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (TabbyFlow,0.4325) };
|
| 70 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabddpm, fill=modeltabddpm] coordinates { (TabDDPM,0.3743) };
|
| 71 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabdiff, fill=modeltabdiff] coordinates { (TabDiff,0.4578) };
|
| 72 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (TabPFGen,0.4696) };
|
| 73 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabsyn, fill=modeltabsyn] coordinates { (TabSyn,0.4737) };
|
| 74 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltvae, fill=modeltvae] coordinates { (TVAE,0.5392) };
|
| 75 |
+
\end{groupplot}
|
| 76 |
+
\end{tikzpicture}
|
| 77 |
+
\end{document}
|
evaluation/query_family/subgroup/final/must_do/subgroup_tradeoff_scatter_main__v2.tex
ADDED
|
@@ -0,0 +1,116 @@
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|
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|
|
|
|
| 1 |
+
\documentclass[tikz,border=4pt]{standalone}
|
| 2 |
+
\usepackage{pgfplots}
|
| 3 |
+
\usepackage{xcolor}
|
| 4 |
+
\usetikzlibrary{patterns}
|
| 5 |
+
\pgfplotsset{compat=1.18}
|
| 6 |
+
|
| 7 |
+
\definecolor{modelreal}{HTML}{000000}
|
| 8 |
+
\definecolor{modelarf}{HTML}{777777}
|
| 9 |
+
\definecolor{modelbayesnet}{HTML}{CCBB44}
|
| 10 |
+
\definecolor{modelctgan}{HTML}{EE6677}
|
| 11 |
+
\definecolor{modelforestdiffusion}{HTML}{228833}
|
| 12 |
+
\definecolor{modelrealtabformer}{HTML}{332288}
|
| 13 |
+
\definecolor{modeltabbyflow}{HTML}{882255}
|
| 14 |
+
\definecolor{modeltabddpm}{HTML}{EE7733}
|
| 15 |
+
\definecolor{modeltabdiff}{HTML}{AA3377}
|
| 16 |
+
\definecolor{modeltabpfgen}{HTML}{009988}
|
| 17 |
+
\definecolor{modeltabsyn}{HTML}{66CCEE}
|
| 18 |
+
\definecolor{modeltvae}{HTML}{4477AA}
|
| 19 |
+
\begin{document}
|
| 20 |
+
\begin{tikzpicture}
|
| 21 |
+
\begin{axis}[
|
| 22 |
+
width=14.6cm,
|
| 23 |
+
height=8.4cm,
|
| 24 |
+
ymin=0.0, ymax=1.03,
|
| 25 |
+
xlabel={Model},
|
| 26 |
+
ylabel={Score},
|
| 27 |
+
ymajorgrids,
|
| 28 |
+
grid style={draw=gray!20},
|
| 29 |
+
major grid style={draw=gray!30},
|
| 30 |
+
axis line style={draw=black!70},
|
| 31 |
+
tick style={draw=black!70},
|
| 32 |
+
symbolic x coords={REAL,ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE},
|
| 33 |
+
xtick=data,
|
| 34 |
+
xticklabel style={rotate=45, anchor=east, font=\scriptsize},
|
| 35 |
+
legend style={draw=none, fill=none, font=\scriptsize, at={(0.98,0.98)}, anchor=north east},
|
| 36 |
+
]
|
| 37 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelreal, fill=modelreal,
|
| 38 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 39 |
+
coordinates { (REAL,1.0000) +- (0,0.0000) };
|
| 40 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelreal, fill=white, pattern=north east lines, pattern color=modelreal,
|
| 41 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 42 |
+
coordinates { (REAL,1.0000) +- (0,0.0000) };
|
| 43 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelarf, fill=modelarf,
|
| 44 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 45 |
+
coordinates { (ARF,0.6918) +- (0,0.0974) };
|
| 46 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelarf, fill=white, pattern=north east lines, pattern color=modelarf,
|
| 47 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 48 |
+
coordinates { (ARF,0.7113) +- (0,0.0955) };
|
| 49 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelbayesnet, fill=modelbayesnet,
|
| 50 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 51 |
+
coordinates { (BayesNet,0.7053) +- (0,0.0921) };
|
| 52 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelbayesnet, fill=white, pattern=north east lines, pattern color=modelbayesnet,
|
| 53 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 54 |
+
coordinates { (BayesNet,0.7179) +- (0,0.0911) };
|
| 55 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelctgan, fill=modelctgan,
|
| 56 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 57 |
+
coordinates { (CTGAN,0.6580) +- (0,0.0991) };
|
| 58 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelctgan, fill=white, pattern=north east lines, pattern color=modelctgan,
|
| 59 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 60 |
+
coordinates { (CTGAN,0.6843) +- (0,0.0900) };
|
| 61 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelforestdiffusion, fill=modelforestdiffusion,
|
| 62 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 63 |
+
coordinates { (ForestDiffusion,0.6142) +- (0,0.0965) };
|
| 64 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelforestdiffusion, fill=white, pattern=north east lines, pattern color=modelforestdiffusion,
|
| 65 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 66 |
+
coordinates { (ForestDiffusion,0.6602) +- (0,0.0949) };
|
| 67 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelrealtabformer, fill=modelrealtabformer,
|
| 68 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 69 |
+
coordinates { (RealTabFormer,0.7898) +- (0,0.0736) };
|
| 70 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelrealtabformer, fill=white, pattern=north east lines, pattern color=modelrealtabformer,
|
| 71 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 72 |
+
coordinates { (RealTabFormer,0.8049) +- (0,0.0690) };
|
| 73 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltabbyflow, fill=modeltabbyflow,
|
| 74 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 75 |
+
coordinates { (TabbyFlow,0.6180) +- (0,0.0966) };
|
| 76 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltabbyflow, fill=white, pattern=north east lines, pattern color=modeltabbyflow,
|
| 77 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 78 |
+
coordinates { (TabbyFlow,0.6355) +- (0,0.0958) };
|
| 79 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltabddpm, fill=modeltabddpm,
|
| 80 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 81 |
+
coordinates { (TabDDPM,0.5865) +- (0,0.1158) };
|
| 82 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltabddpm, fill=white, pattern=north east lines, pattern color=modeltabddpm,
|
| 83 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 84 |
+
coordinates { (TabDDPM,0.6013) +- (0,0.1107) };
|
| 85 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltabdiff, fill=modeltabdiff,
|
| 86 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 87 |
+
coordinates { (TabDiff,0.6492) +- (0,0.0996) };
|
| 88 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltabdiff, fill=white, pattern=north east lines, pattern color=modeltabdiff,
|
| 89 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 90 |
+
coordinates { (TabDiff,0.6715) +- (0,0.0995) };
|
| 91 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltabpfgen, fill=modeltabpfgen,
|
| 92 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 93 |
+
coordinates { (TabPFGen,0.6634) +- (0,0.1035) };
|
| 94 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltabpfgen, fill=white, pattern=north east lines, pattern color=modeltabpfgen,
|
| 95 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 96 |
+
coordinates { (TabPFGen,0.6863) +- (0,0.1056) };
|
| 97 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltabsyn, fill=modeltabsyn,
|
| 98 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 99 |
+
coordinates { (TabSyn,0.6938) +- (0,0.1007) };
|
| 100 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltabsyn, fill=white, pattern=north east lines, pattern color=modeltabsyn,
|
| 101 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 102 |
+
coordinates { (TabSyn,0.7106) +- (0,0.1012) };
|
| 103 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltvae, fill=modeltvae,
|
| 104 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 105 |
+
coordinates { (TVAE,0.6191) +- (0,0.0918) };
|
| 106 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltvae, fill=white, pattern=north east lines, pattern color=modeltvae,
|
| 107 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 108 |
+
coordinates { (TVAE,0.6644) +- (0,0.0854) };
|
| 109 |
+
\addlegendimage{area legend, draw=black, fill=black}
|
| 110 |
+
\addlegendentry{Internal profile stability}
|
| 111 |
+
\addlegendimage{area legend, draw=black, fill=white, pattern=north east lines, pattern color=black}
|
| 112 |
+
\addlegendentry{Subgroup size stability}
|
| 113 |
+
\node[anchor=west, font=\scriptsize] at (rel axis cs:0.02,0.90) {$\uparrow$ better};
|
| 114 |
+
\end{axis}
|
| 115 |
+
\end{tikzpicture}
|
| 116 |
+
\end{document}
|
evaluation/query_family/subgroup/final/v2/analysis_report__v2.md
ADDED
|
@@ -0,0 +1,36 @@
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|
| 1 |
+
# Subgroup Breakdown Report
|
| 2 |
+
|
| 3 |
+
## Scope
|
| 4 |
+
|
| 5 |
+
- Source analysis run: `20260526_v2_official20_plus_c2patch_plus_subgroupconditionalrepair_merged49`
|
| 6 |
+
- Family analyzed: `subgroup_structure`
|
| 7 |
+
- Excluded models: `cdtd, codi, goggle`
|
| 8 |
+
- Included models: `12`
|
| 9 |
+
- Deduplicated dataset-model panels: `559`
|
| 10 |
+
- Subgroup query rows used: `12515`
|
| 11 |
+
|
| 12 |
+
## Canonical decomposition
|
| 13 |
+
|
| 14 |
+
- `subgroup_structure = 0.5 * internal_profile_stability + 0.5 * subgroup_size_stability`
|
| 15 |
+
- `internal_profile_stability` captures subgroup-internal feature/distribution behavior.
|
| 16 |
+
- `subgroup_size_stability` captures whether subgroup support/size structure is preserved.
|
| 17 |
+
|
| 18 |
+
## Main findings
|
| 19 |
+
|
| 20 |
+
1. `REAL` is the expected perfect upper bound with subgroup score `1.000`. Among synthetic generators, `RealTabFormer` is strongest with mean subgroup score `0.790` across `49` datasets.
|
| 21 |
+
2. `BayesNet` leans most toward internal-profile preservation (profile minus size = `0.002`), while `ForestDiffusion` is the clearest size-heavy model (profile minus size = `-0.033`).
|
| 22 |
+
3. `TabDDPM` is the most balanced model between the two subgroup branches with mean absolute branch gap `0.000`.
|
| 23 |
+
4. Dataset difficulty is uneven: `n9` is the hardest dataset on subgroup score (`0.091` mean across models), while `c3` is the easiest (`1.000`).
|
| 24 |
+
|
| 25 |
+
## Files to use first
|
| 26 |
+
|
| 27 |
+
- `figures/subgroup_tradeoff_scatter_main.pdf`
|
| 28 |
+
- `figures/subgroup_branch_dumbbell_main.pdf`
|
| 29 |
+
- `figures/subgroup_prefix_bars_appendix.pdf`
|
| 30 |
+
- `tables/subgroup_model_summary_generated.tex`
|
| 31 |
+
- `data/model_summary.csv`
|
| 32 |
+
|
| 33 |
+
## Prefix note
|
| 34 |
+
|
| 35 |
+
- Prefix coverage summary rows: `36`
|
| 36 |
+
- The `c / m / n` split is exported explicitly because subgroup behavior differs by dataset family, not just by overall model average.
|
evaluation/query_family/subgroup/final/v2/model_summary__v2.csv
ADDED
|
@@ -0,0 +1,13 @@
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|
| 1 |
+
model_id,model_label,dataset_count,dataset_prefixes,internal_profile_stability__mean,internal_profile_stability__std,internal_profile_stability__se,internal_profile_stability__ci95_low,internal_profile_stability__ci95_high,internal_profile_stability__ci95_radius,subgroup_size_stability__mean,subgroup_size_stability__std,subgroup_size_stability__se,subgroup_size_stability__ci95_low,subgroup_size_stability__ci95_high,subgroup_size_stability__ci95_radius,subgroup_structure_score__mean,subgroup_structure_score__std,subgroup_structure_score__se,subgroup_structure_score__ci95_low,subgroup_structure_score__ci95_high,subgroup_structure_score__ci95_radius,profile_minus_size__mean,profile_minus_size__std,profile_minus_size__se,profile_minus_size__ci95_low,profile_minus_size__ci95_high,profile_minus_size__ci95_radius
|
| 2 |
+
real,REAL,49,"c,m,n",1.0,0.0,0.0,1.0,1.0,0.0,1.0,0.0,0.0,1.0,1.0,0.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
| 3 |
+
arf,ARF,49,"c,m,n",0.691823,0.347951,0.049707,0.594396,0.789249,0.097426,0.711284,0.337711,0.048744,0.615744,0.806823,0.095539,0.694374,0.345097,0.0493,0.597746,0.791001,0.096627,-0.005208,0.097578,0.014084,-0.032813,0.022397,0.027605
|
| 4 |
+
bayesnet,BayesNet,49,"c,m,n",0.705327,0.328912,0.046987,0.613232,0.797423,0.092095,0.71791,0.32201,0.046478,0.626813,0.809007,0.091097,0.704299,0.328232,0.04689,0.612394,0.796204,0.091905,0.002099,0.098408,0.014204,-0.025741,0.029939,0.02784
|
| 5 |
+
ctgan,CTGAN,49,"c,m,n",0.657997,0.353802,0.050543,0.558933,0.757062,0.099065,0.684272,0.318042,0.045905,0.594298,0.774247,0.089975,0.664152,0.335732,0.047962,0.570147,0.758157,0.094005,-0.012567,0.130527,0.01884,-0.049493,0.024359,0.036926
|
| 6 |
+
forestdiffusion,ForestDiffusion,49,"c,m,n",0.614168,0.344612,0.04923,0.517677,0.71066,0.096491,0.660166,0.335519,0.048428,0.565247,0.755085,0.094919,0.630431,0.340664,0.048666,0.535045,0.725817,0.095386,-0.033202,0.108514,0.015663,-0.063901,-0.002503,0.030699
|
| 7 |
+
realtabformer,RealTabFormer,49,"c,m,n",0.789807,0.262948,0.037564,0.716182,0.863433,0.073625,0.804929,0.243997,0.035218,0.735901,0.873956,0.069027,0.79015,0.260209,0.037173,0.717291,0.863008,0.072859,-0.0007,0.067493,0.009742,-0.019794,0.018394,0.019094
|
| 8 |
+
tabbyflow,TabbyFlow,46,"c,m,n",0.618007,0.334339,0.049296,0.521388,0.714626,0.096619,0.635508,0.33154,0.048883,0.539698,0.731319,0.09581,0.626758,0.330113,0.048673,0.531359,0.722156,0.095398,-0.017501,0.086621,0.012772,-0.042533,0.007531,0.025032
|
| 9 |
+
tabddpm,TabDDPM,40,"c,m,n",0.586464,0.373769,0.059098,0.470632,0.702296,0.115832,0.601335,0.352847,0.056501,0.490594,0.712077,0.110742,0.586383,0.363952,0.057546,0.473593,0.699173,0.11279,0.000167,0.102626,0.016433,-0.032043,0.032376,0.032209
|
| 10 |
+
tabdiff,TabDiff,44,"c,m,n",0.649159,0.336942,0.050796,0.549599,0.748719,0.09956,0.671455,0.332929,0.050771,0.571943,0.770966,0.099511,0.652927,0.337062,0.050814,0.553331,0.752522,0.099596,-0.00771,0.092258,0.014069,-0.035286,0.019865,0.027576
|
| 11 |
+
tabpfgen,TabPFGen,46,"c,m,n",0.663403,0.358289,0.052827,0.559863,0.766944,0.103541,0.686325,0.361571,0.0539,0.580682,0.791969,0.105644,0.667404,0.359994,0.053078,0.563371,0.771437,0.104033,-0.00818,0.121754,0.01815,-0.043754,0.027394,0.035574
|
| 12 |
+
tabsyn,TabSyn,40,"c,m,n",0.693785,0.324861,0.051365,0.593109,0.79446,0.100676,0.710633,0.322337,0.051615,0.609467,0.811799,0.101166,0.693614,0.326967,0.051698,0.592286,0.794942,0.101328,0.00035,0.09902,0.015856,-0.030727,0.031428,0.031077
|
| 13 |
+
tvae,TVAE,49,"c,m,n",0.61906,0.327773,0.046825,0.527283,0.710836,0.091776,0.664407,0.301879,0.043572,0.579005,0.749809,0.085402,0.634954,0.314432,0.044919,0.546913,0.722995,0.088041,-0.03245,0.127273,0.01837,-0.068456,0.003555,0.036006
|
evaluation/query_family/subgroup/final/v2/must_do/subgroup_family_subitem_bars_appendix__v2.tex
ADDED
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@@ -0,0 +1,66 @@
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|
| 1 |
+
\documentclass[tikz,border=4pt]{standalone}
|
| 2 |
+
\usepackage{pgfplots}
|
| 3 |
+
\usepackage{xcolor}
|
| 4 |
+
\pgfplotsset{compat=1.18}
|
| 5 |
+
|
| 6 |
+
\definecolor{barreal}{HTML}{000000}
|
| 7 |
+
\definecolor{bararf}{HTML}{777777}
|
| 8 |
+
\definecolor{barbayesnet}{HTML}{CCBB44}
|
| 9 |
+
\definecolor{barctgan}{HTML}{EE6677}
|
| 10 |
+
\definecolor{barforestdiffusion}{HTML}{228833}
|
| 11 |
+
\definecolor{barrealtabformer}{HTML}{332288}
|
| 12 |
+
\definecolor{bartabbyflow}{HTML}{882255}
|
| 13 |
+
\definecolor{bartabddpm}{HTML}{EE7733}
|
| 14 |
+
\definecolor{bartabdiff}{HTML}{AA3377}
|
| 15 |
+
\definecolor{bartabpfgen}{HTML}{009988}
|
| 16 |
+
\definecolor{bartabsyn}{HTML}{66CCEE}
|
| 17 |
+
\definecolor{bartvae}{HTML}{4477AA}
|
| 18 |
+
\begin{document}
|
| 19 |
+
\begin{tikzpicture}
|
| 20 |
+
\begin{axis}[
|
| 21 |
+
width=13.50cm,
|
| 22 |
+
height=8.8cm,
|
| 23 |
+
ymin=0.0, ymax=1.08,
|
| 24 |
+
ylabel={Score},
|
| 25 |
+
title={Subgroup family and subitem bars},
|
| 26 |
+
ymajorgrids,
|
| 27 |
+
grid style={draw=gray!22},
|
| 28 |
+
major grid style={draw=gray!30},
|
| 29 |
+
axis line style={draw=black!70},
|
| 30 |
+
tick style={draw=black!70},
|
| 31 |
+
xtick={0.0000,1.1000,2.2000,3.3000,4.4000,5.5000,6.6000,7.7000,8.8000,9.9000,11.0000,12.1000,14.5500,15.6500,16.7500,17.8500,18.9500,20.0500,21.1500,22.2500,23.3500,24.4500,25.5500,26.6500},
|
| 32 |
+
xticklabels={REAL,ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE,REAL,ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE},
|
| 33 |
+
x tick label style={rotate=90, anchor=east, font=\scriptsize},
|
| 34 |
+
enlarge x limits=0.01,
|
| 35 |
+
clip=false,
|
| 36 |
+
]
|
| 37 |
+
\addplot+[ybar, bar width=5.8pt, draw=barreal, fill=barreal] coordinates {(0.0000,1.000000)};
|
| 38 |
+
\addplot+[ybar, bar width=5.8pt, draw=bararf, fill=bararf] coordinates {(1.1000,0.691823)};
|
| 39 |
+
\addplot+[ybar, bar width=5.8pt, draw=barbayesnet, fill=barbayesnet] coordinates {(2.2000,0.705327)};
|
| 40 |
+
\addplot+[ybar, bar width=5.8pt, draw=barctgan, fill=barctgan] coordinates {(3.3000,0.657997)};
|
| 41 |
+
\addplot+[ybar, bar width=5.8pt, draw=barforestdiffusion, fill=barforestdiffusion] coordinates {(4.4000,0.614168)};
|
| 42 |
+
\addplot+[ybar, bar width=5.8pt, draw=barrealtabformer, fill=barrealtabformer] coordinates {(5.5000,0.789807)};
|
| 43 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabbyflow, fill=bartabbyflow] coordinates {(6.6000,0.618007)};
|
| 44 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabddpm, fill=bartabddpm] coordinates {(7.7000,0.586464)};
|
| 45 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabdiff, fill=bartabdiff] coordinates {(8.8000,0.649159)};
|
| 46 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabpfgen, fill=bartabpfgen] coordinates {(9.9000,0.663403)};
|
| 47 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabsyn, fill=bartabsyn] coordinates {(11.0000,0.693785)};
|
| 48 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartvae, fill=bartvae] coordinates {(12.1000,0.619060)};
|
| 49 |
+
\addplot+[ybar, bar width=5.8pt, draw=barreal, fill=barreal] coordinates {(14.5500,1.000000)};
|
| 50 |
+
\addplot+[ybar, bar width=5.8pt, draw=bararf, fill=bararf] coordinates {(15.6500,0.711284)};
|
| 51 |
+
\addplot+[ybar, bar width=5.8pt, draw=barbayesnet, fill=barbayesnet] coordinates {(16.7500,0.717910)};
|
| 52 |
+
\addplot+[ybar, bar width=5.8pt, draw=barctgan, fill=barctgan] coordinates {(17.8500,0.684272)};
|
| 53 |
+
\addplot+[ybar, bar width=5.8pt, draw=barforestdiffusion, fill=barforestdiffusion] coordinates {(18.9500,0.660166)};
|
| 54 |
+
\addplot+[ybar, bar width=5.8pt, draw=barrealtabformer, fill=barrealtabformer] coordinates {(20.0500,0.804929)};
|
| 55 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabbyflow, fill=bartabbyflow] coordinates {(21.1500,0.635508)};
|
| 56 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabddpm, fill=bartabddpm] coordinates {(22.2500,0.601335)};
|
| 57 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabdiff, fill=bartabdiff] coordinates {(23.3500,0.671455)};
|
| 58 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabpfgen, fill=bartabpfgen] coordinates {(24.4500,0.686325)};
|
| 59 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabsyn, fill=bartabsyn] coordinates {(25.5500,0.710633)};
|
| 60 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartvae, fill=bartvae] coordinates {(26.6500,0.664407)};
|
| 61 |
+
\draw[dashed, gray!70, line width=0.6pt] (axis cs:13.8250,0) -- (axis cs:13.8250,1.08);
|
| 62 |
+
\node[anchor=south, font=\bfseries\small] at (axis cs:6.0500,1.035) {Internal profile stability};
|
| 63 |
+
\node[anchor=south, font=\bfseries\small] at (axis cs:20.6000,1.035) {Subgroup size stability};
|
| 64 |
+
\end{axis}
|
| 65 |
+
\end{tikzpicture}
|
| 66 |
+
\end{document}
|
evaluation/query_family/subgroup/final/v2/must_do/subgroup_prefix_bars_appendix__v2.tex
ADDED
|
@@ -0,0 +1,77 @@
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|
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|
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|
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|
|
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|
|
|
|
|
| 1 |
+
\documentclass[tikz,border=4pt]{standalone}
|
| 2 |
+
\usepackage{pgfplots}
|
| 3 |
+
\usepackage{xcolor}
|
| 4 |
+
\usetikzlibrary{patterns}
|
| 5 |
+
\pgfplotsset{compat=1.18}
|
| 6 |
+
|
| 7 |
+
\usepgfplotslibrary{groupplots}
|
| 8 |
+
\definecolor{modelreal}{HTML}{000000}
|
| 9 |
+
\definecolor{modelarf}{HTML}{777777}
|
| 10 |
+
\definecolor{modelbayesnet}{HTML}{CCBB44}
|
| 11 |
+
\definecolor{modelctgan}{HTML}{EE6677}
|
| 12 |
+
\definecolor{modelforestdiffusion}{HTML}{228833}
|
| 13 |
+
\definecolor{modelrealtabformer}{HTML}{332288}
|
| 14 |
+
\definecolor{modeltabbyflow}{HTML}{882255}
|
| 15 |
+
\definecolor{modeltabddpm}{HTML}{EE7733}
|
| 16 |
+
\definecolor{modeltabdiff}{HTML}{AA3377}
|
| 17 |
+
\definecolor{modeltabpfgen}{HTML}{009988}
|
| 18 |
+
\definecolor{modeltabsyn}{HTML}{66CCEE}
|
| 19 |
+
\definecolor{modeltvae}{HTML}{4477AA}
|
| 20 |
+
\begin{document}
|
| 21 |
+
\begin{tikzpicture}
|
| 22 |
+
\begin{groupplot}[
|
| 23 |
+
group style={group size=3 by 1, horizontal sep=1.15cm},
|
| 24 |
+
width=5.0cm,
|
| 25 |
+
height=7.0cm,
|
| 26 |
+
ymin=0.0, ymax=1.0,
|
| 27 |
+
ymajorgrids,
|
| 28 |
+
grid style={draw=gray!20},
|
| 29 |
+
major grid style={draw=gray!30},
|
| 30 |
+
symbolic x coords={REAL,ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE},
|
| 31 |
+
xtick=data,
|
| 32 |
+
x tick label style={rotate=45, anchor=east, font=\scriptsize},
|
| 33 |
+
tick style={draw=black!70},
|
| 34 |
+
axis line style={draw=black!70},
|
| 35 |
+
]
|
| 36 |
+
\nextgroupplot[title={Categorical}, ylabel={Subgroup structure score}]
|
| 37 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelreal, fill=modelreal] coordinates { (REAL,1.0000) };
|
| 38 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelarf, fill=modelarf] coordinates { (ARF,0.8708) };
|
| 39 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelbayesnet, fill=modelbayesnet] coordinates { (BayesNet,0.8504) };
|
| 40 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelctgan, fill=modelctgan] coordinates { (CTGAN,0.8287) };
|
| 41 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (ForestDiffusion,0.8008) };
|
| 42 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (RealTabFormer,0.8995) };
|
| 43 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (TabbyFlow,0.7579) };
|
| 44 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabddpm, fill=modeltabddpm] coordinates { (TabDDPM,0.7889) };
|
| 45 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabdiff, fill=modeltabdiff] coordinates { (TabDiff,0.8110) };
|
| 46 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (TabPFGen,0.8226) };
|
| 47 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabsyn, fill=modeltabsyn] coordinates { (TabSyn,0.8282) };
|
| 48 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltvae, fill=modeltvae] coordinates { (TVAE,0.7619) };
|
| 49 |
+
\nextgroupplot[title={Mixed}, ylabel={}]
|
| 50 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelreal, fill=modelreal] coordinates { (REAL,1.0000) };
|
| 51 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelarf, fill=modelarf] coordinates { (ARF,0.7553) };
|
| 52 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelbayesnet, fill=modelbayesnet] coordinates { (BayesNet,0.7641) };
|
| 53 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelctgan, fill=modelctgan] coordinates { (CTGAN,0.6638) };
|
| 54 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (ForestDiffusion,0.6939) };
|
| 55 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (RealTabFormer,0.8099) };
|
| 56 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (TabbyFlow,0.7124) };
|
| 57 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabddpm, fill=modeltabddpm] coordinates { (TabDDPM,0.6836) };
|
| 58 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabdiff, fill=modeltabdiff] coordinates { (TabDiff,0.7513) };
|
| 59 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (TabPFGen,0.7511) };
|
| 60 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabsyn, fill=modeltabsyn] coordinates { (TabSyn,0.7256) };
|
| 61 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltvae, fill=modeltvae] coordinates { (TVAE,0.5810) };
|
| 62 |
+
\nextgroupplot[title={Numerical}, ylabel={}]
|
| 63 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelreal, fill=modelreal] coordinates { (REAL,1.0000) };
|
| 64 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelarf, fill=modelarf] coordinates { (ARF,0.4826) };
|
| 65 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelbayesnet, fill=modelbayesnet] coordinates { (BayesNet,0.5236) };
|
| 66 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelctgan, fill=modelctgan] coordinates { (CTGAN,0.4998) };
|
| 67 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (ForestDiffusion,0.4233) };
|
| 68 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (RealTabFormer,0.6694) };
|
| 69 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (TabbyFlow,0.4325) };
|
| 70 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabddpm, fill=modeltabddpm] coordinates { (TabDDPM,0.3743) };
|
| 71 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabdiff, fill=modeltabdiff] coordinates { (TabDiff,0.4578) };
|
| 72 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (TabPFGen,0.4696) };
|
| 73 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabsyn, fill=modeltabsyn] coordinates { (TabSyn,0.4737) };
|
| 74 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltvae, fill=modeltvae] coordinates { (TVAE,0.5392) };
|
| 75 |
+
\end{groupplot}
|
| 76 |
+
\end{tikzpicture}
|
| 77 |
+
\end{document}
|
evaluation/query_family/subgroup/final/v2/must_do/subgroup_tradeoff_scatter_main__v2.tex
ADDED
|
@@ -0,0 +1,116 @@
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|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
\documentclass[tikz,border=4pt]{standalone}
|
| 2 |
+
\usepackage{pgfplots}
|
| 3 |
+
\usepackage{xcolor}
|
| 4 |
+
\usetikzlibrary{patterns}
|
| 5 |
+
\pgfplotsset{compat=1.18}
|
| 6 |
+
|
| 7 |
+
\definecolor{modelreal}{HTML}{000000}
|
| 8 |
+
\definecolor{modelarf}{HTML}{777777}
|
| 9 |
+
\definecolor{modelbayesnet}{HTML}{CCBB44}
|
| 10 |
+
\definecolor{modelctgan}{HTML}{EE6677}
|
| 11 |
+
\definecolor{modelforestdiffusion}{HTML}{228833}
|
| 12 |
+
\definecolor{modelrealtabformer}{HTML}{332288}
|
| 13 |
+
\definecolor{modeltabbyflow}{HTML}{882255}
|
| 14 |
+
\definecolor{modeltabddpm}{HTML}{EE7733}
|
| 15 |
+
\definecolor{modeltabdiff}{HTML}{AA3377}
|
| 16 |
+
\definecolor{modeltabpfgen}{HTML}{009988}
|
| 17 |
+
\definecolor{modeltabsyn}{HTML}{66CCEE}
|
| 18 |
+
\definecolor{modeltvae}{HTML}{4477AA}
|
| 19 |
+
\begin{document}
|
| 20 |
+
\begin{tikzpicture}
|
| 21 |
+
\begin{axis}[
|
| 22 |
+
width=14.6cm,
|
| 23 |
+
height=8.4cm,
|
| 24 |
+
ymin=0.0, ymax=1.03,
|
| 25 |
+
xlabel={Model},
|
| 26 |
+
ylabel={Score},
|
| 27 |
+
ymajorgrids,
|
| 28 |
+
grid style={draw=gray!20},
|
| 29 |
+
major grid style={draw=gray!30},
|
| 30 |
+
axis line style={draw=black!70},
|
| 31 |
+
tick style={draw=black!70},
|
| 32 |
+
symbolic x coords={REAL,ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE},
|
| 33 |
+
xtick=data,
|
| 34 |
+
xticklabel style={rotate=45, anchor=east, font=\scriptsize},
|
| 35 |
+
legend style={draw=none, fill=none, font=\scriptsize, at={(0.98,0.98)}, anchor=north east},
|
| 36 |
+
]
|
| 37 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelreal, fill=modelreal,
|
| 38 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 39 |
+
coordinates { (REAL,1.0000) +- (0,0.0000) };
|
| 40 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelreal, fill=white, pattern=north east lines, pattern color=modelreal,
|
| 41 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 42 |
+
coordinates { (REAL,1.0000) +- (0,0.0000) };
|
| 43 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelarf, fill=modelarf,
|
| 44 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 45 |
+
coordinates { (ARF,0.6918) +- (0,0.0974) };
|
| 46 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelarf, fill=white, pattern=north east lines, pattern color=modelarf,
|
| 47 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 48 |
+
coordinates { (ARF,0.7113) +- (0,0.0955) };
|
| 49 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelbayesnet, fill=modelbayesnet,
|
| 50 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 51 |
+
coordinates { (BayesNet,0.7053) +- (0,0.0921) };
|
| 52 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelbayesnet, fill=white, pattern=north east lines, pattern color=modelbayesnet,
|
| 53 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 54 |
+
coordinates { (BayesNet,0.7179) +- (0,0.0911) };
|
| 55 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelctgan, fill=modelctgan,
|
| 56 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 57 |
+
coordinates { (CTGAN,0.6580) +- (0,0.0991) };
|
| 58 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelctgan, fill=white, pattern=north east lines, pattern color=modelctgan,
|
| 59 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 60 |
+
coordinates { (CTGAN,0.6843) +- (0,0.0900) };
|
| 61 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelforestdiffusion, fill=modelforestdiffusion,
|
| 62 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 63 |
+
coordinates { (ForestDiffusion,0.6142) +- (0,0.0965) };
|
| 64 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelforestdiffusion, fill=white, pattern=north east lines, pattern color=modelforestdiffusion,
|
| 65 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 66 |
+
coordinates { (ForestDiffusion,0.6602) +- (0,0.0949) };
|
| 67 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelrealtabformer, fill=modelrealtabformer,
|
| 68 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 69 |
+
coordinates { (RealTabFormer,0.7898) +- (0,0.0736) };
|
| 70 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelrealtabformer, fill=white, pattern=north east lines, pattern color=modelrealtabformer,
|
| 71 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 72 |
+
coordinates { (RealTabFormer,0.8049) +- (0,0.0690) };
|
| 73 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltabbyflow, fill=modeltabbyflow,
|
| 74 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 75 |
+
coordinates { (TabbyFlow,0.6180) +- (0,0.0966) };
|
| 76 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltabbyflow, fill=white, pattern=north east lines, pattern color=modeltabbyflow,
|
| 77 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 78 |
+
coordinates { (TabbyFlow,0.6355) +- (0,0.0958) };
|
| 79 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltabddpm, fill=modeltabddpm,
|
| 80 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 81 |
+
coordinates { (TabDDPM,0.5865) +- (0,0.1158) };
|
| 82 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltabddpm, fill=white, pattern=north east lines, pattern color=modeltabddpm,
|
| 83 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 84 |
+
coordinates { (TabDDPM,0.6013) +- (0,0.1107) };
|
| 85 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltabdiff, fill=modeltabdiff,
|
| 86 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 87 |
+
coordinates { (TabDiff,0.6492) +- (0,0.0996) };
|
| 88 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltabdiff, fill=white, pattern=north east lines, pattern color=modeltabdiff,
|
| 89 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 90 |
+
coordinates { (TabDiff,0.6715) +- (0,0.0995) };
|
| 91 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltabpfgen, fill=modeltabpfgen,
|
| 92 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 93 |
+
coordinates { (TabPFGen,0.6634) +- (0,0.1035) };
|
| 94 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltabpfgen, fill=white, pattern=north east lines, pattern color=modeltabpfgen,
|
| 95 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 96 |
+
coordinates { (TabPFGen,0.6863) +- (0,0.1056) };
|
| 97 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltabsyn, fill=modeltabsyn,
|
| 98 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 99 |
+
coordinates { (TabSyn,0.6938) +- (0,0.1007) };
|
| 100 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltabsyn, fill=white, pattern=north east lines, pattern color=modeltabsyn,
|
| 101 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 102 |
+
coordinates { (TabSyn,0.7106) +- (0,0.1012) };
|
| 103 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltvae, fill=modeltvae,
|
| 104 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 105 |
+
coordinates { (TVAE,0.6191) +- (0,0.0918) };
|
| 106 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltvae, fill=white, pattern=north east lines, pattern color=modeltvae,
|
| 107 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 108 |
+
coordinates { (TVAE,0.6644) +- (0,0.0854) };
|
| 109 |
+
\addlegendimage{area legend, draw=black, fill=black}
|
| 110 |
+
\addlegendentry{Internal profile stability}
|
| 111 |
+
\addlegendimage{area legend, draw=black, fill=white, pattern=north east lines, pattern color=black}
|
| 112 |
+
\addlegendentry{Subgroup size stability}
|
| 113 |
+
\node[anchor=west, font=\scriptsize] at (rel axis cs:0.02,0.90) {$\uparrow$ better};
|
| 114 |
+
\end{axis}
|
| 115 |
+
\end{tikzpicture}
|
| 116 |
+
\end{document}
|
evaluation/query_family/subgroup/final/v2/prefix_summary__v2.csv
ADDED
|
@@ -0,0 +1,37 @@
|
|
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|
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|
|
|
|
| 1 |
+
model_id,model_label,dataset_prefix,dataset_count,internal_profile_stability,subgroup_size_stability,subgroup_structure_score,profile_minus_size
|
| 2 |
+
real,REAL,c,19,1.0,1.0,1.0,0.0
|
| 3 |
+
real,REAL,m,11,1.0,1.0,1.0,0.0
|
| 4 |
+
real,REAL,n,19,1.0,1.0,1.0,0.0
|
| 5 |
+
arf,ARF,c,19,0.873723,0.867941,0.870832,0.005782
|
| 6 |
+
arf,ARF,m,11,0.737465,0.773149,0.755307,-0.035684
|
| 7 |
+
arf,ARF,n,19,0.483498,0.508116,0.482638,0.001816
|
| 8 |
+
bayesnet,BayesNet,c,19,0.85064,0.850136,0.850388,0.000505
|
| 9 |
+
bayesnet,BayesNet,m,11,0.754427,0.773684,0.764055,-0.019257
|
| 10 |
+
bayesnet,BayesNet,n,19,0.531589,0.544254,0.523615,0.016834
|
| 11 |
+
ctgan,CTGAN,c,19,0.830826,0.826636,0.828731,0.004189
|
| 12 |
+
ctgan,CTGAN,m,11,0.627338,0.700176,0.663757,-0.072838
|
| 13 |
+
ctgan,CTGAN,n,19,0.502919,0.52428,0.499803,0.006578
|
| 14 |
+
forestdiffusion,ForestDiffusion,c,19,0.78309,0.818577,0.800834,-0.035487
|
| 15 |
+
forestdiffusion,ForestDiffusion,m,11,0.667279,0.72048,0.69388,-0.053201
|
| 16 |
+
forestdiffusion,ForestDiffusion,n,19,0.414499,0.456095,0.423294,-0.018569
|
| 17 |
+
realtabformer,RealTabFormer,c,19,0.905805,0.893119,0.899462,0.012687
|
| 18 |
+
realtabformer,RealTabFormer,m,11,0.808946,0.810894,0.80992,-0.001948
|
| 19 |
+
realtabformer,RealTabFormer,n,19,0.662728,0.708194,0.669392,-0.014067
|
| 20 |
+
tabbyflow,TabbyFlow,c,18,0.755472,0.76033,0.757901,-0.004858
|
| 21 |
+
tabbyflow,TabbyFlow,m,11,0.696738,0.728005,0.712372,-0.031267
|
| 22 |
+
tabbyflow,TabbyFlow,n,17,0.421512,0.443493,0.432503,-0.021981
|
| 23 |
+
tabddpm,TabDDPM,c,13,0.797139,0.780626,0.788882,0.016514
|
| 24 |
+
tabddpm,TabDDPM,m,10,0.675513,0.691741,0.683627,-0.016228
|
| 25 |
+
tabddpm,TabDDPM,n,17,0.372978,0.399158,0.374328,-0.002869
|
| 26 |
+
tabdiff,TabDiff,c,16,0.814657,0.807329,0.810993,0.007328
|
| 27 |
+
tabdiff,TabDiff,m,10,0.736522,0.766033,0.751277,-0.029511
|
| 28 |
+
tabdiff,TabDiff,n,18,0.453516,0.487939,0.457785,-0.00904
|
| 29 |
+
tabpfgen,TabPFGen,c,17,0.832439,0.812847,0.822643,0.019592
|
| 30 |
+
tabpfgen,TabPFGen,m,11,0.714777,0.7875,0.751138,-0.072723
|
| 31 |
+
tabpfgen,TabPFGen,n,18,0.472363,0.494338,0.469619,0.005812
|
| 32 |
+
tabsyn,TabSyn,c,17,0.833284,0.823078,0.828181,0.010206
|
| 33 |
+
tabsyn,TabSyn,m,11,0.712105,0.73902,0.725563,-0.026915
|
| 34 |
+
tabsyn,TabSyn,n,12,0.479367,0.508467,0.473691,0.012384
|
| 35 |
+
tvae,TVAE,c,19,0.756844,0.767009,0.761926,-0.010165
|
| 36 |
+
tvae,TVAE,m,11,0.554374,0.60763,0.581002,-0.053255
|
| 37 |
+
tvae,TVAE,n,19,0.518725,0.590803,0.539217,-0.043259
|
evaluation/query_family/subgroup/final/v2/subgroup_branch_dumbbell_main__v2.tex
ADDED
|
@@ -0,0 +1,90 @@
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| 1 |
+
\documentclass[tikz,border=4pt]{standalone}
|
| 2 |
+
\usepackage{pgfplots}
|
| 3 |
+
\usepackage{xcolor}
|
| 4 |
+
\usetikzlibrary{patterns}
|
| 5 |
+
\pgfplotsset{compat=1.18}
|
| 6 |
+
|
| 7 |
+
\definecolor{modelreal}{HTML}{000000}
|
| 8 |
+
\definecolor{modelarf}{HTML}{777777}
|
| 9 |
+
\definecolor{modelbayesnet}{HTML}{CCBB44}
|
| 10 |
+
\definecolor{modelctgan}{HTML}{EE6677}
|
| 11 |
+
\definecolor{modelforestdiffusion}{HTML}{228833}
|
| 12 |
+
\definecolor{modelrealtabformer}{HTML}{332288}
|
| 13 |
+
\definecolor{modeltabbyflow}{HTML}{882255}
|
| 14 |
+
\definecolor{modeltabddpm}{HTML}{EE7733}
|
| 15 |
+
\definecolor{modeltabdiff}{HTML}{AA3377}
|
| 16 |
+
\definecolor{modeltabpfgen}{HTML}{009988}
|
| 17 |
+
\definecolor{modeltabsyn}{HTML}{66CCEE}
|
| 18 |
+
\definecolor{modeltvae}{HTML}{4477AA}
|
| 19 |
+
\begin{document}
|
| 20 |
+
\begin{tikzpicture}
|
| 21 |
+
\begin{axis}[
|
| 22 |
+
width=13.2cm,
|
| 23 |
+
height=9.8cm,
|
| 24 |
+
xmin=0.15, xmax=1.03,
|
| 25 |
+
ytick={12,11,10,9,8,7,6,5,4,3,2,1},
|
| 26 |
+
yticklabels={REAL,ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE},
|
| 27 |
+
y dir=reverse,
|
| 28 |
+
xlabel={Score},
|
| 29 |
+
grid=both,
|
| 30 |
+
grid style={draw=gray!18},
|
| 31 |
+
tick style={draw=black!70},
|
| 32 |
+
legend style={draw=none, fill=none, font=\scriptsize, at={(0.03,0.03)}, anchor=south west},
|
| 33 |
+
]
|
| 34 |
+
\draw[line width=0.9pt, color=modelreal!70] (axis cs:1.0000,12) -- (axis cs:1.0000,12);
|
| 35 |
+
\addplot+[only marks, mark=square*, mark size=2.4pt, draw=modelreal, fill=modelreal] coordinates { (1.0000,12) };
|
| 36 |
+
\addplot+[only marks, mark=*, mark size=2.6pt, draw=modelreal, fill=modelreal] coordinates { (1.0000,12) };
|
| 37 |
+
\addplot+[only marks, mark=diamond*, mark size=2.6pt, draw=black, fill=black] coordinates { (1.0000,12) };
|
| 38 |
+
\draw[line width=0.9pt, color=modelarf!70] (axis cs:0.7113,11) -- (axis cs:0.6918,11);
|
| 39 |
+
\addplot+[only marks, mark=square*, mark size=2.4pt, draw=modelarf, fill=modelarf] coordinates { (0.7113,11) };
|
| 40 |
+
\addplot+[only marks, mark=*, mark size=2.6pt, draw=modelarf, fill=modelarf] coordinates { (0.6918,11) };
|
| 41 |
+
\addplot+[only marks, mark=diamond*, mark size=2.6pt, draw=black, fill=black] coordinates { (0.6944,11) };
|
| 42 |
+
\draw[line width=0.9pt, color=modelbayesnet!70] (axis cs:0.7179,10) -- (axis cs:0.7053,10);
|
| 43 |
+
\addplot+[only marks, mark=square*, mark size=2.4pt, draw=modelbayesnet, fill=modelbayesnet] coordinates { (0.7179,10) };
|
| 44 |
+
\addplot+[only marks, mark=*, mark size=2.6pt, draw=modelbayesnet, fill=modelbayesnet] coordinates { (0.7053,10) };
|
| 45 |
+
\addplot+[only marks, mark=diamond*, mark size=2.6pt, draw=black, fill=black] coordinates { (0.7043,10) };
|
| 46 |
+
\draw[line width=0.9pt, color=modelctgan!70] (axis cs:0.6843,9) -- (axis cs:0.6580,9);
|
| 47 |
+
\addplot+[only marks, mark=square*, mark size=2.4pt, draw=modelctgan, fill=modelctgan] coordinates { (0.6843,9) };
|
| 48 |
+
\addplot+[only marks, mark=*, mark size=2.6pt, draw=modelctgan, fill=modelctgan] coordinates { (0.6580,9) };
|
| 49 |
+
\addplot+[only marks, mark=diamond*, mark size=2.6pt, draw=black, fill=black] coordinates { (0.6642,9) };
|
| 50 |
+
\draw[line width=0.9pt, color=modelforestdiffusion!70] (axis cs:0.6602,8) -- (axis cs:0.6142,8);
|
| 51 |
+
\addplot+[only marks, mark=square*, mark size=2.4pt, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (0.6602,8) };
|
| 52 |
+
\addplot+[only marks, mark=*, mark size=2.6pt, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (0.6142,8) };
|
| 53 |
+
\addplot+[only marks, mark=diamond*, mark size=2.6pt, draw=black, fill=black] coordinates { (0.6304,8) };
|
| 54 |
+
\draw[line width=0.9pt, color=modelrealtabformer!70] (axis cs:0.8049,7) -- (axis cs:0.7898,7);
|
| 55 |
+
\addplot+[only marks, mark=square*, mark size=2.4pt, draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (0.8049,7) };
|
| 56 |
+
\addplot+[only marks, mark=*, mark size=2.6pt, draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (0.7898,7) };
|
| 57 |
+
\addplot+[only marks, mark=diamond*, mark size=2.6pt, draw=black, fill=black] coordinates { (0.7902,7) };
|
| 58 |
+
\draw[line width=0.9pt, color=modeltabbyflow!70] (axis cs:0.6355,6) -- (axis cs:0.6180,6);
|
| 59 |
+
\addplot+[only marks, mark=square*, mark size=2.4pt, draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (0.6355,6) };
|
| 60 |
+
\addplot+[only marks, mark=*, mark size=2.6pt, draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (0.6180,6) };
|
| 61 |
+
\addplot+[only marks, mark=diamond*, mark size=2.6pt, draw=black, fill=black] coordinates { (0.6268,6) };
|
| 62 |
+
\draw[line width=0.9pt, color=modeltabddpm!70] (axis cs:0.6013,5) -- (axis cs:0.5865,5);
|
| 63 |
+
\addplot+[only marks, mark=square*, mark size=2.4pt, draw=modeltabddpm, fill=modeltabddpm] coordinates { (0.6013,5) };
|
| 64 |
+
\addplot+[only marks, mark=*, mark size=2.6pt, draw=modeltabddpm, fill=modeltabddpm] coordinates { (0.5865,5) };
|
| 65 |
+
\addplot+[only marks, mark=diamond*, mark size=2.6pt, draw=black, fill=black] coordinates { (0.5864,5) };
|
| 66 |
+
\draw[line width=0.9pt, color=modeltabdiff!70] (axis cs:0.6715,4) -- (axis cs:0.6492,4);
|
| 67 |
+
\addplot+[only marks, mark=square*, mark size=2.4pt, draw=modeltabdiff, fill=modeltabdiff] coordinates { (0.6715,4) };
|
| 68 |
+
\addplot+[only marks, mark=*, mark size=2.6pt, draw=modeltabdiff, fill=modeltabdiff] coordinates { (0.6492,4) };
|
| 69 |
+
\addplot+[only marks, mark=diamond*, mark size=2.6pt, draw=black, fill=black] coordinates { (0.6529,4) };
|
| 70 |
+
\draw[line width=0.9pt, color=modeltabpfgen!70] (axis cs:0.6863,3) -- (axis cs:0.6634,3);
|
| 71 |
+
\addplot+[only marks, mark=square*, mark size=2.4pt, draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (0.6863,3) };
|
| 72 |
+
\addplot+[only marks, mark=*, mark size=2.6pt, draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (0.6634,3) };
|
| 73 |
+
\addplot+[only marks, mark=diamond*, mark size=2.6pt, draw=black, fill=black] coordinates { (0.6674,3) };
|
| 74 |
+
\draw[line width=0.9pt, color=modeltabsyn!70] (axis cs:0.7106,2) -- (axis cs:0.6938,2);
|
| 75 |
+
\addplot+[only marks, mark=square*, mark size=2.4pt, draw=modeltabsyn, fill=modeltabsyn] coordinates { (0.7106,2) };
|
| 76 |
+
\addplot+[only marks, mark=*, mark size=2.6pt, draw=modeltabsyn, fill=modeltabsyn] coordinates { (0.6938,2) };
|
| 77 |
+
\addplot+[only marks, mark=diamond*, mark size=2.6pt, draw=black, fill=black] coordinates { (0.6936,2) };
|
| 78 |
+
\draw[line width=0.9pt, color=modeltvae!70] (axis cs:0.6644,1) -- (axis cs:0.6191,1);
|
| 79 |
+
\addplot+[only marks, mark=square*, mark size=2.4pt, draw=modeltvae, fill=modeltvae] coordinates { (0.6644,1) };
|
| 80 |
+
\addplot+[only marks, mark=*, mark size=2.6pt, draw=modeltvae, fill=modeltvae] coordinates { (0.6191,1) };
|
| 81 |
+
\addplot+[only marks, mark=diamond*, mark size=2.6pt, draw=black, fill=black] coordinates { (0.6350,1) };
|
| 82 |
+
\addlegendimage{only marks, mark=square*, mark size=2.4pt, draw=black, fill=black}
|
| 83 |
+
\addlegendentry{Subgroup size stability}
|
| 84 |
+
\addlegendimage{only marks, mark=*, mark size=2.6pt, draw=black, fill=black}
|
| 85 |
+
\addlegendentry{Internal profile stability}
|
| 86 |
+
\addlegendimage{only marks, mark=diamond*, mark size=2.6pt, draw=black, fill=black}
|
| 87 |
+
\addlegendentry{Canonical subgroup score}
|
| 88 |
+
\end{axis}
|
| 89 |
+
\end{tikzpicture}
|
| 90 |
+
\end{document}
|
evaluation/query_family/subgroup/final/v2/subgroup_dataset_model_heatmap_appendix__v2.tex
ADDED
|
@@ -0,0 +1,62 @@
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|
| 1 |
+
\documentclass{standalone}
|
| 2 |
+
\usepackage[table]{xcolor}
|
| 3 |
+
\usepackage{booktabs}
|
| 4 |
+
\begin{document}
|
| 5 |
+
\scriptsize
|
| 6 |
+
\setlength{\tabcolsep}{4pt}
|
| 7 |
+
\begin{tabular}{lcccccccccccc}
|
| 8 |
+
\toprule
|
| 9 |
+
Dataset & REAL & ARF & BayesNet & CTGAN & ForestDiffusion & RealTabFormer & TabbyFlow & TabDDPM & TabDiff & TabPFGen & TabSyn & TVAE \\
|
| 10 |
+
\midrule
|
| 11 |
+
C2 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{0A1E5C} & \cellcolor[HTML]{091E5A} & \cellcolor[HTML]{0D2161} & \cellcolor[HTML]{0A1E5C} & \cellcolor[HTML]{091E5A} & \cellcolor[HTML]{24409A} & \cellcolor[HTML]{0C2060} & \cellcolor[HTML]{24409A} & \cellcolor[HTML]{243D98} & \cellcolor[HTML]{243392} & \cellcolor[HTML]{0A1E5C} \\
|
| 12 |
+
C3 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} \\
|
| 13 |
+
C4 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{091E5A} & \cellcolor[HTML]{091E5A} & \cellcolor[HTML]{091E5A} & \cellcolor[HTML]{0B1F5E} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{091E5A} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{0C2060} & \cellcolor[HTML]{081D58} \\
|
| 14 |
+
C5 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{243C98} & \cellcolor[HTML]{243F99} & \cellcolor[HTML]{243C98} & \cellcolor[HTML]{24439B} & \cellcolor[HTML]{243C98} & \cellcolor[HTML]{243D98} & \cellcolor[HTML]{24439B} & \cellcolor[HTML]{243C98} & \cellcolor[HTML]{1E2E85} & \cellcolor[HTML]{24409A} & \cellcolor[HTML]{24439B} \\
|
| 15 |
+
C6 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{32A6C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{34A9C3} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{32A6C2} & \cellcolor[HTML]{34A9C3} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{32A6C2} \\
|
| 16 |
+
C7 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{0D2161} & \cellcolor[HTML]{142670} & \cellcolor[HTML]{0D2163} & \cellcolor[HTML]{0C2060} & \cellcolor[HTML]{13266F} & \cellcolor[HTML]{1B2C80} & \cellcolor[HTML]{0D2161} & \cellcolor[HTML]{142670} & \cellcolor[HTML]{13266F} & \cellcolor[HTML]{1B2C80} & \cellcolor[HTML]{142670} \\
|
| 17 |
+
C8 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{0E2265} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{12256D} & \cellcolor[HTML]{12256D} & \cellcolor[HTML]{0E2265} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{11246B} \\
|
| 18 |
+
C9 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{CBEBB4} & \cellcolor[HTML]{C2E7B4} & \cellcolor[HTML]{C2E7B4} & \cellcolor[HTML]{CBEBB4} & \cellcolor[HTML]{0D2163} & \cellcolor[HTML]{CBEBB4} & \cellcolor[HTML]{CBEBB4} & \cellcolor[HTML]{CBEBB4} & \cellcolor[HTML]{CBEBB4} & \cellcolor[HTML]{CBEBB4} & \cellcolor[HTML]{C2E7B4} \\
|
| 19 |
+
C10 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & & \cellcolor[HTML]{102369} \\
|
| 20 |
+
C11 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{102369} & \cellcolor[HTML]{11246B} & \cellcolor[HTML]{152772} & \cellcolor[HTML]{12256D} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{0D2163} & \cellcolor[HTML]{0D2163} & \cellcolor[HTML]{0D2161} & \cellcolor[HTML]{0B1F5E} & \cellcolor[HTML]{0D2163} & \cellcolor[HTML]{0D2161} \\
|
| 21 |
+
C12 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2350A1} & \cellcolor[HTML]{081D58} & & & & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{299DC1} \\
|
| 22 |
+
C13 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{5FC1C0} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2094C0} & \cellcolor[HTML]{102369} & \cellcolor[HTML]{F8FCCA} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{5FC1C0} \\
|
| 23 |
+
C14 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{21318D} & \cellcolor[HTML]{2354A3} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{091E5A} & \cellcolor[HTML]{80CEBB} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{225DA8} \\
|
| 24 |
+
C15 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{253595} & \cellcolor[HTML]{2354A3} & \cellcolor[HTML]{1F78B4} & \cellcolor[HTML]{2070B0} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2165AB} & & \cellcolor[HTML]{2260A9} & \cellcolor[HTML]{2354A3} & \cellcolor[HTML]{2260A9} & \cellcolor[HTML]{32A6C2} \\
|
| 25 |
+
C16 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{243392} & \cellcolor[HTML]{1E8ABD} & \cellcolor[HTML]{243392} & \cellcolor[HTML]{1E8BBD} & \cellcolor[HTML]{243C98} & \cellcolor[HTML]{A7DCB7} & & \cellcolor[HTML]{2DA2C2} & & \cellcolor[HTML]{31A5C2} & \cellcolor[HTML]{5FC1C0} \\
|
| 26 |
+
C17 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2076B3} & \cellcolor[HTML]{2076B3} & \cellcolor[HTML]{142670} & \cellcolor[HTML]{3CB1C3} & \cellcolor[HTML]{32A6C2} & \cellcolor[HTML]{A9DDB7} & & \cellcolor[HTML]{36ABC3} & \cellcolor[HTML]{1F7AB5} & \cellcolor[HTML]{3BB0C3} & \cellcolor[HTML]{243D98} \\
|
| 27 |
+
C18 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{32A6C2} & \cellcolor[HTML]{42B6C4} & \cellcolor[HTML]{269BC1} & \cellcolor[HTML]{4AB9C3} & \cellcolor[HTML]{24419A} & \cellcolor[HTML]{9CD8B8} & & & & & \cellcolor[HTML]{259AC1} \\
|
| 28 |
+
C19 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2258A5} & \cellcolor[HTML]{234DA0} & \cellcolor[HTML]{37ACC3} & \cellcolor[HTML]{1F80B8} & & \cellcolor[HTML]{234DA0} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{22328F} & \cellcolor[HTML]{2352A3} \\
|
| 29 |
+
C20 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2258A5} & & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} \\
|
| 30 |
+
M1 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{21318D} & \cellcolor[HTML]{21308B} & \cellcolor[HTML]{182A7A} & \cellcolor[HTML]{24409A} & \cellcolor[HTML]{162874} & \cellcolor[HTML]{11246B} & \cellcolor[HTML]{162874} & \cellcolor[HTML]{1F7BB6} \\
|
| 31 |
+
M2 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{4EBBC2} & \cellcolor[HTML]{4EBBC2} & \cellcolor[HTML]{4EBBC2} & \cellcolor[HTML]{4EBBC2} & \cellcolor[HTML]{3CB1C3} & \cellcolor[HTML]{55BEC1} & \cellcolor[HTML]{4CBAC2} & & \cellcolor[HTML]{4EBBC2} & \cellcolor[HTML]{4EBBC2} & \cellcolor[HTML]{4EBBC2} \\
|
| 32 |
+
M4 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2259A6} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{13266F} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2259A6} \\
|
| 33 |
+
M5 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{32A6C2} & \cellcolor[HTML]{32A6C2} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{53BDC1} & \cellcolor[HTML]{35AAC3} & \cellcolor[HTML]{37ACC3} & \cellcolor[HTML]{75C9BD} & \cellcolor[HTML]{46B8C3} & \cellcolor[HTML]{2354A3} & \cellcolor[HTML]{37ACC3} & \cellcolor[HTML]{B7E3B6} \\
|
| 34 |
+
M6 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{0B1F5E} & \cellcolor[HTML]{0C2060} & \cellcolor[HTML]{A5DCB7} & \cellcolor[HTML]{24439B} & \cellcolor[HTML]{13266F} & \cellcolor[HTML]{1E2E85} & \cellcolor[HTML]{23499E} & \cellcolor[HTML]{152772} & \cellcolor[HTML]{1D2E83} & \cellcolor[HTML]{172976} & \cellcolor[HTML]{C0E6B5} \\
|
| 35 |
+
M7 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{162874} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{13266F} \\
|
| 36 |
+
M8 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{40B5C4} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{34A9C3} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{6BC6BE} \\
|
| 37 |
+
M9 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{243392} & \cellcolor[HTML]{243392} & \cellcolor[HTML]{243392} & \cellcolor[HTML]{1F7DB6} & \cellcolor[HTML]{12256D} & \cellcolor[HTML]{2DA2C2} & \cellcolor[HTML]{1F7DB6} & \cellcolor[HTML]{1F7EB7} & \cellcolor[HTML]{225CA7} & \cellcolor[HTML]{1F7EB7} & \cellcolor[HTML]{1E85BA} \\
|
| 38 |
+
M10 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{24449C} & \cellcolor[HTML]{233390} & \cellcolor[HTML]{253595} & \cellcolor[HTML]{24459C} & \cellcolor[HTML]{091E5A} & \cellcolor[HTML]{24439B} & \cellcolor[HTML]{2352A3} & \cellcolor[HTML]{24439B} & \cellcolor[HTML]{24449C} & \cellcolor[HTML]{24439B} & \cellcolor[HTML]{253997} \\
|
| 39 |
+
M11 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{61C2BF} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{6FC7BD} & \cellcolor[HTML]{67C4BE} \\
|
| 40 |
+
M12 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2076B3} & \cellcolor[HTML]{2165AB} & \cellcolor[HTML]{1F80B8} & \cellcolor[HTML]{299DC1} & \cellcolor[HTML]{102369} & \cellcolor[HTML]{206EB0} & & \cellcolor[HTML]{2163AA} & \cellcolor[HTML]{216BAE} & \cellcolor[HTML]{2075B3} & \cellcolor[HTML]{1D8EBF} \\
|
| 41 |
+
N1 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{40B5C4} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} \\
|
| 42 |
+
N2 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{C6E9B4} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{C6E9B4} & \cellcolor[HTML]{C6E9B4} & \cellcolor[HTML]{C6E9B4} & \cellcolor[HTML]{081D58} & & \cellcolor[HTML]{081D58} \\
|
| 43 |
+
N3 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{D0EDB3} & \cellcolor[HTML]{D0EDB3} & \cellcolor[HTML]{EEF8B3} & \cellcolor[HTML]{E0F3B2} & \cellcolor[HTML]{40B5C4} & \cellcolor[HTML]{DDF2B2} & \cellcolor[HTML]{DFF2B2} & \cellcolor[HTML]{DDF2B2} & \cellcolor[HTML]{E5F5B2} & \cellcolor[HTML]{CEECB3} & \cellcolor[HTML]{EEF8B3} \\
|
| 44 |
+
N4 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{76CABC} & \cellcolor[HTML]{76CABC} & \cellcolor[HTML]{D5EFB3} & \cellcolor[HTML]{76CABC} & \cellcolor[HTML]{44B7C4} & \cellcolor[HTML]{73C8BD} & \cellcolor[HTML]{CFECB3} & \cellcolor[HTML]{73C8BD} & \cellcolor[HTML]{73C8BD} & & \cellcolor[HTML]{C6E9B4} \\
|
| 45 |
+
N5 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{89D1BA} & \cellcolor[HTML]{46B8C3} & \cellcolor[HTML]{61C2BF} & \cellcolor[HTML]{8CD2BA} & \cellcolor[HTML]{39ADC3} & \cellcolor[HTML]{97D6B9} & \cellcolor[HTML]{EAF7B1} & \cellcolor[HTML]{89D1BA} & \cellcolor[HTML]{8CD2BA} & & \cellcolor[HTML]{67C4BE} \\
|
| 46 |
+
N6 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{D3EEB3} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{D3EEB3} \\
|
| 47 |
+
N7 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{37ACC3} & \cellcolor[HTML]{33A7C2} & \cellcolor[HTML]{33A7C2} & & \cellcolor[HTML]{33A7C2} \\
|
| 48 |
+
N8 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{2296C1} & \cellcolor[HTML]{2498C1} & \cellcolor[HTML]{87D0BA} & \cellcolor[HTML]{35AAC3} & \cellcolor[HTML]{1F7AB5} & \cellcolor[HTML]{2296C1} & & \cellcolor[HTML]{31A5C2} & & \cellcolor[HTML]{31A5C2} & \cellcolor[HTML]{35AAC3} \\
|
| 49 |
+
N9 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & & \cellcolor[HTML]{FFFFD9} \\
|
| 50 |
+
N10 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & & \cellcolor[HTML]{081D58} \\
|
| 51 |
+
N11 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} \\
|
| 52 |
+
N12 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{E8F6B1} & \cellcolor[HTML]{E8F6B1} & \cellcolor[HTML]{1C2D81} & \cellcolor[HTML]{F5FBC2} & \cellcolor[HTML]{0F2367} & \cellcolor[HTML]{F5FBC2} & \cellcolor[HTML]{F5FBC2} & \cellcolor[HTML]{F5FBC2} & \cellcolor[HTML]{F5FBC2} & & \cellcolor[HTML]{182A7A} \\
|
| 53 |
+
N14 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{FEFFD8} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{F1FABB} & & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FCFED3} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FCFED3} & \cellcolor[HTML]{FFFFD9} \\
|
| 54 |
+
N15 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{152772} & \cellcolor[HTML]{0B1F5E} & \cellcolor[HTML]{EDF8B2} & \cellcolor[HTML]{192B7C} & \cellcolor[HTML]{142670} & \cellcolor[HTML]{216AAD} & \cellcolor[HTML]{9ED9B8} & \cellcolor[HTML]{152772} & \cellcolor[HTML]{1B2C80} & \cellcolor[HTML]{152772} & \cellcolor[HTML]{24479D} \\
|
| 55 |
+
N16 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{081D58} \\
|
| 56 |
+
N17 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{F3FABF} & \cellcolor[HTML]{1D90C0} & \cellcolor[HTML]{259AC1} & \cellcolor[HTML]{F8FCCA} & \cellcolor[HTML]{2075B3} & & \cellcolor[HTML]{F4FBC1} & \cellcolor[HTML]{F4FBC1} & \cellcolor[HTML]{F4FBC0} & \cellcolor[HTML]{F8FCCA} & \cellcolor[HTML]{2DA2C2} \\
|
| 57 |
+
N18 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{EAF7B1} & \cellcolor[HTML]{E2F4B2} & \cellcolor[HTML]{E1F3B2} & \cellcolor[HTML]{E7F6B1} & \cellcolor[HTML]{BDE5B5} & \cellcolor[HTML]{E1F3B2} & & \cellcolor[HTML]{E3F4B2} & \cellcolor[HTML]{E8F6B1} & \cellcolor[HTML]{E3F4B2} & \cellcolor[HTML]{E5F5B2} \\
|
| 58 |
+
N19 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{E0F3B2} & \cellcolor[HTML]{CEECB3} & \cellcolor[HTML]{24489D} & \cellcolor[HTML]{F9FDCC} & \cellcolor[HTML]{216DAF} & \cellcolor[HTML]{FBFDD0} & \cellcolor[HTML]{FBFDD0} & \cellcolor[HTML]{EDF8B1} & \cellcolor[HTML]{CBEBB4} & \cellcolor[HTML]{E0F3B2} & \cellcolor[HTML]{1F7AB5} \\
|
| 59 |
+
N20 & \cellcolor[HTML]{081D58} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{2166AC} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} & \cellcolor[HTML]{FFFFD9} \\
|
| 60 |
+
\bottomrule
|
| 61 |
+
\end{tabular}
|
| 62 |
+
\end{document}
|
evaluation/query_family/subgroup/final/v2/subgroup_family_subitem_bars_appendix__v2.tex
ADDED
|
@@ -0,0 +1,66 @@
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|
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|
|
|
|
| 1 |
+
\documentclass[tikz,border=4pt]{standalone}
|
| 2 |
+
\usepackage{pgfplots}
|
| 3 |
+
\usepackage{xcolor}
|
| 4 |
+
\pgfplotsset{compat=1.18}
|
| 5 |
+
|
| 6 |
+
\definecolor{barreal}{HTML}{000000}
|
| 7 |
+
\definecolor{bararf}{HTML}{777777}
|
| 8 |
+
\definecolor{barbayesnet}{HTML}{CCBB44}
|
| 9 |
+
\definecolor{barctgan}{HTML}{EE6677}
|
| 10 |
+
\definecolor{barforestdiffusion}{HTML}{228833}
|
| 11 |
+
\definecolor{barrealtabformer}{HTML}{332288}
|
| 12 |
+
\definecolor{bartabbyflow}{HTML}{882255}
|
| 13 |
+
\definecolor{bartabddpm}{HTML}{EE7733}
|
| 14 |
+
\definecolor{bartabdiff}{HTML}{AA3377}
|
| 15 |
+
\definecolor{bartabpfgen}{HTML}{009988}
|
| 16 |
+
\definecolor{bartabsyn}{HTML}{66CCEE}
|
| 17 |
+
\definecolor{bartvae}{HTML}{4477AA}
|
| 18 |
+
\begin{document}
|
| 19 |
+
\begin{tikzpicture}
|
| 20 |
+
\begin{axis}[
|
| 21 |
+
width=13.50cm,
|
| 22 |
+
height=8.8cm,
|
| 23 |
+
ymin=0.0, ymax=1.08,
|
| 24 |
+
ylabel={Score},
|
| 25 |
+
title={Subgroup family and subitem bars},
|
| 26 |
+
ymajorgrids,
|
| 27 |
+
grid style={draw=gray!22},
|
| 28 |
+
major grid style={draw=gray!30},
|
| 29 |
+
axis line style={draw=black!70},
|
| 30 |
+
tick style={draw=black!70},
|
| 31 |
+
xtick={0.0000,1.1000,2.2000,3.3000,4.4000,5.5000,6.6000,7.7000,8.8000,9.9000,11.0000,12.1000,14.5500,15.6500,16.7500,17.8500,18.9500,20.0500,21.1500,22.2500,23.3500,24.4500,25.5500,26.6500},
|
| 32 |
+
xticklabels={REAL,ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE,REAL,ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE},
|
| 33 |
+
x tick label style={rotate=90, anchor=east, font=\scriptsize},
|
| 34 |
+
enlarge x limits=0.01,
|
| 35 |
+
clip=false,
|
| 36 |
+
]
|
| 37 |
+
\addplot+[ybar, bar width=5.8pt, draw=barreal, fill=barreal] coordinates {(0.0000,1.000000)};
|
| 38 |
+
\addplot+[ybar, bar width=5.8pt, draw=bararf, fill=bararf] coordinates {(1.1000,0.691823)};
|
| 39 |
+
\addplot+[ybar, bar width=5.8pt, draw=barbayesnet, fill=barbayesnet] coordinates {(2.2000,0.705327)};
|
| 40 |
+
\addplot+[ybar, bar width=5.8pt, draw=barctgan, fill=barctgan] coordinates {(3.3000,0.657997)};
|
| 41 |
+
\addplot+[ybar, bar width=5.8pt, draw=barforestdiffusion, fill=barforestdiffusion] coordinates {(4.4000,0.614168)};
|
| 42 |
+
\addplot+[ybar, bar width=5.8pt, draw=barrealtabformer, fill=barrealtabformer] coordinates {(5.5000,0.789807)};
|
| 43 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabbyflow, fill=bartabbyflow] coordinates {(6.6000,0.618007)};
|
| 44 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabddpm, fill=bartabddpm] coordinates {(7.7000,0.586464)};
|
| 45 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabdiff, fill=bartabdiff] coordinates {(8.8000,0.649159)};
|
| 46 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabpfgen, fill=bartabpfgen] coordinates {(9.9000,0.663403)};
|
| 47 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabsyn, fill=bartabsyn] coordinates {(11.0000,0.693785)};
|
| 48 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartvae, fill=bartvae] coordinates {(12.1000,0.619060)};
|
| 49 |
+
\addplot+[ybar, bar width=5.8pt, draw=barreal, fill=barreal] coordinates {(14.5500,1.000000)};
|
| 50 |
+
\addplot+[ybar, bar width=5.8pt, draw=bararf, fill=bararf] coordinates {(15.6500,0.711284)};
|
| 51 |
+
\addplot+[ybar, bar width=5.8pt, draw=barbayesnet, fill=barbayesnet] coordinates {(16.7500,0.717910)};
|
| 52 |
+
\addplot+[ybar, bar width=5.8pt, draw=barctgan, fill=barctgan] coordinates {(17.8500,0.684272)};
|
| 53 |
+
\addplot+[ybar, bar width=5.8pt, draw=barforestdiffusion, fill=barforestdiffusion] coordinates {(18.9500,0.660166)};
|
| 54 |
+
\addplot+[ybar, bar width=5.8pt, draw=barrealtabformer, fill=barrealtabformer] coordinates {(20.0500,0.804929)};
|
| 55 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabbyflow, fill=bartabbyflow] coordinates {(21.1500,0.635508)};
|
| 56 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabddpm, fill=bartabddpm] coordinates {(22.2500,0.601335)};
|
| 57 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabdiff, fill=bartabdiff] coordinates {(23.3500,0.671455)};
|
| 58 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabpfgen, fill=bartabpfgen] coordinates {(24.4500,0.686325)};
|
| 59 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartabsyn, fill=bartabsyn] coordinates {(25.5500,0.710633)};
|
| 60 |
+
\addplot+[ybar, bar width=5.8pt, draw=bartvae, fill=bartvae] coordinates {(26.6500,0.664407)};
|
| 61 |
+
\draw[dashed, gray!70, line width=0.6pt] (axis cs:13.8250,0) -- (axis cs:13.8250,1.08);
|
| 62 |
+
\node[anchor=south, font=\bfseries\small] at (axis cs:6.0500,1.035) {Internal profile stability};
|
| 63 |
+
\node[anchor=south, font=\bfseries\small] at (axis cs:20.6000,1.035) {Subgroup size stability};
|
| 64 |
+
\end{axis}
|
| 65 |
+
\end{tikzpicture}
|
| 66 |
+
\end{document}
|
evaluation/query_family/subgroup/final/v2/subgroup_model_subitem_heatmap_appendix__v2.tex
ADDED
|
@@ -0,0 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
\documentclass{standalone}
|
| 2 |
+
\usepackage[table]{xcolor}
|
| 3 |
+
\usepackage{xcolor}
|
| 4 |
+
\usepackage{booktabs}
|
| 5 |
+
|
| 6 |
+
\begin{document}
|
| 7 |
+
\scriptsize
|
| 8 |
+
\textbf{Subgroup model-subitem heatmap}\\[0.4em]
|
| 9 |
+
\emph{Mean score, 0--1; missing cells stay white.}\\[0.5em]
|
| 10 |
+
\setlength{\tabcolsep}{4pt}
|
| 11 |
+
\begin{tabular}{lccccccccccc}
|
| 12 |
+
\toprule
|
| 13 |
+
Subitem & ARF & BayesNet & CTGAN & ForestDiffusion & RealTabFormer & TabbyFlow & TabDDPM & TabDiff & TabPFGen & TabSyn & TVAE \\
|
| 14 |
+
\midrule
|
| 15 |
+
Internal profile stability & \cellcolor[HTML]{2075B3} & \cellcolor[HTML]{2070B0} & \cellcolor[HTML]{1E83BA} & \cellcolor[HTML]{2094C0} & \cellcolor[HTML]{2350A1} & \cellcolor[HTML]{1F93C0} & \cellcolor[HTML]{289CC1} & \cellcolor[HTML]{1E86BB} & \cellcolor[HTML]{1F82B9} & \cellcolor[HTML]{2075B3} & \cellcolor[HTML]{1F93C0} \\
|
| 16 |
+
Subgroup size stability & \cellcolor[HTML]{216DAF} & \cellcolor[HTML]{216BAE} & \cellcolor[HTML]{1F78B4} & \cellcolor[HTML]{1F82B9} & \cellcolor[HTML]{234B9F} & \cellcolor[HTML]{1D8DBE} & \cellcolor[HTML]{2498C1} & \cellcolor[HTML]{1F7EB7} & \cellcolor[HTML]{1F78B4} & \cellcolor[HTML]{206EB0} & \cellcolor[HTML]{1F80B8} \\
|
| 17 |
+
Family mean & \cellcolor[HTML]{2075B3} & \cellcolor[HTML]{2070B0} & \cellcolor[HTML]{1F80B8} & \cellcolor[HTML]{1D8EBF} & \cellcolor[HTML]{2350A1} & \cellcolor[HTML]{1D90C0} & \cellcolor[HTML]{289CC1} & \cellcolor[HTML]{1E85BA} & \cellcolor[HTML]{1F80B8} & \cellcolor[HTML]{2075B3} & \cellcolor[HTML]{1D8DBE} \\
|
| 18 |
+
\bottomrule
|
| 19 |
+
\end{tabular}
|
| 20 |
+
\end{document}
|
evaluation/query_family/subgroup/final/v2/subgroup_prefix_bars_appendix__v2.tex
ADDED
|
@@ -0,0 +1,77 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
\documentclass[tikz,border=4pt]{standalone}
|
| 2 |
+
\usepackage{pgfplots}
|
| 3 |
+
\usepackage{xcolor}
|
| 4 |
+
\usetikzlibrary{patterns}
|
| 5 |
+
\pgfplotsset{compat=1.18}
|
| 6 |
+
|
| 7 |
+
\usepgfplotslibrary{groupplots}
|
| 8 |
+
\definecolor{modelreal}{HTML}{000000}
|
| 9 |
+
\definecolor{modelarf}{HTML}{777777}
|
| 10 |
+
\definecolor{modelbayesnet}{HTML}{CCBB44}
|
| 11 |
+
\definecolor{modelctgan}{HTML}{EE6677}
|
| 12 |
+
\definecolor{modelforestdiffusion}{HTML}{228833}
|
| 13 |
+
\definecolor{modelrealtabformer}{HTML}{332288}
|
| 14 |
+
\definecolor{modeltabbyflow}{HTML}{882255}
|
| 15 |
+
\definecolor{modeltabddpm}{HTML}{EE7733}
|
| 16 |
+
\definecolor{modeltabdiff}{HTML}{AA3377}
|
| 17 |
+
\definecolor{modeltabpfgen}{HTML}{009988}
|
| 18 |
+
\definecolor{modeltabsyn}{HTML}{66CCEE}
|
| 19 |
+
\definecolor{modeltvae}{HTML}{4477AA}
|
| 20 |
+
\begin{document}
|
| 21 |
+
\begin{tikzpicture}
|
| 22 |
+
\begin{groupplot}[
|
| 23 |
+
group style={group size=3 by 1, horizontal sep=1.15cm},
|
| 24 |
+
width=5.0cm,
|
| 25 |
+
height=7.0cm,
|
| 26 |
+
ymin=0.0, ymax=1.0,
|
| 27 |
+
ymajorgrids,
|
| 28 |
+
grid style={draw=gray!20},
|
| 29 |
+
major grid style={draw=gray!30},
|
| 30 |
+
symbolic x coords={REAL,ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE},
|
| 31 |
+
xtick=data,
|
| 32 |
+
x tick label style={rotate=45, anchor=east, font=\scriptsize},
|
| 33 |
+
tick style={draw=black!70},
|
| 34 |
+
axis line style={draw=black!70},
|
| 35 |
+
]
|
| 36 |
+
\nextgroupplot[title={Categorical}, ylabel={Subgroup structure score}]
|
| 37 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelreal, fill=modelreal] coordinates { (REAL,1.0000) };
|
| 38 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelarf, fill=modelarf] coordinates { (ARF,0.8708) };
|
| 39 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelbayesnet, fill=modelbayesnet] coordinates { (BayesNet,0.8504) };
|
| 40 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelctgan, fill=modelctgan] coordinates { (CTGAN,0.8287) };
|
| 41 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (ForestDiffusion,0.8008) };
|
| 42 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (RealTabFormer,0.8995) };
|
| 43 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (TabbyFlow,0.7579) };
|
| 44 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabddpm, fill=modeltabddpm] coordinates { (TabDDPM,0.7889) };
|
| 45 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabdiff, fill=modeltabdiff] coordinates { (TabDiff,0.8110) };
|
| 46 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (TabPFGen,0.8226) };
|
| 47 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabsyn, fill=modeltabsyn] coordinates { (TabSyn,0.8282) };
|
| 48 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltvae, fill=modeltvae] coordinates { (TVAE,0.7619) };
|
| 49 |
+
\nextgroupplot[title={Mixed}, ylabel={}]
|
| 50 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelreal, fill=modelreal] coordinates { (REAL,1.0000) };
|
| 51 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelarf, fill=modelarf] coordinates { (ARF,0.7553) };
|
| 52 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelbayesnet, fill=modelbayesnet] coordinates { (BayesNet,0.7641) };
|
| 53 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelctgan, fill=modelctgan] coordinates { (CTGAN,0.6638) };
|
| 54 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (ForestDiffusion,0.6939) };
|
| 55 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (RealTabFormer,0.8099) };
|
| 56 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (TabbyFlow,0.7124) };
|
| 57 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabddpm, fill=modeltabddpm] coordinates { (TabDDPM,0.6836) };
|
| 58 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabdiff, fill=modeltabdiff] coordinates { (TabDiff,0.7513) };
|
| 59 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (TabPFGen,0.7511) };
|
| 60 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabsyn, fill=modeltabsyn] coordinates { (TabSyn,0.7256) };
|
| 61 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltvae, fill=modeltvae] coordinates { (TVAE,0.5810) };
|
| 62 |
+
\nextgroupplot[title={Numerical}, ylabel={}]
|
| 63 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelreal, fill=modelreal] coordinates { (REAL,1.0000) };
|
| 64 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelarf, fill=modelarf] coordinates { (ARF,0.4826) };
|
| 65 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelbayesnet, fill=modelbayesnet] coordinates { (BayesNet,0.5236) };
|
| 66 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelctgan, fill=modelctgan] coordinates { (CTGAN,0.4998) };
|
| 67 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (ForestDiffusion,0.4233) };
|
| 68 |
+
\addplot+[ybar, bar width=7.0pt, draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (RealTabFormer,0.6694) };
|
| 69 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (TabbyFlow,0.4325) };
|
| 70 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabddpm, fill=modeltabddpm] coordinates { (TabDDPM,0.3743) };
|
| 71 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabdiff, fill=modeltabdiff] coordinates { (TabDiff,0.4578) };
|
| 72 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (TabPFGen,0.4696) };
|
| 73 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltabsyn, fill=modeltabsyn] coordinates { (TabSyn,0.4737) };
|
| 74 |
+
\addplot+[ybar, bar width=7.0pt, draw=modeltvae, fill=modeltvae] coordinates { (TVAE,0.5392) };
|
| 75 |
+
\end{groupplot}
|
| 76 |
+
\end{tikzpicture}
|
| 77 |
+
\end{document}
|
evaluation/query_family/subgroup/final/v2/subgroup_tradeoff_scatter_main__v2.tex
ADDED
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| 1 |
+
\documentclass[tikz,border=4pt]{standalone}
|
| 2 |
+
\usepackage{pgfplots}
|
| 3 |
+
\usepackage{xcolor}
|
| 4 |
+
\usetikzlibrary{patterns}
|
| 5 |
+
\pgfplotsset{compat=1.18}
|
| 6 |
+
|
| 7 |
+
\definecolor{modelreal}{HTML}{000000}
|
| 8 |
+
\definecolor{modelarf}{HTML}{777777}
|
| 9 |
+
\definecolor{modelbayesnet}{HTML}{CCBB44}
|
| 10 |
+
\definecolor{modelctgan}{HTML}{EE6677}
|
| 11 |
+
\definecolor{modelforestdiffusion}{HTML}{228833}
|
| 12 |
+
\definecolor{modelrealtabformer}{HTML}{332288}
|
| 13 |
+
\definecolor{modeltabbyflow}{HTML}{882255}
|
| 14 |
+
\definecolor{modeltabddpm}{HTML}{EE7733}
|
| 15 |
+
\definecolor{modeltabdiff}{HTML}{AA3377}
|
| 16 |
+
\definecolor{modeltabpfgen}{HTML}{009988}
|
| 17 |
+
\definecolor{modeltabsyn}{HTML}{66CCEE}
|
| 18 |
+
\definecolor{modeltvae}{HTML}{4477AA}
|
| 19 |
+
\begin{document}
|
| 20 |
+
\begin{tikzpicture}
|
| 21 |
+
\begin{axis}[
|
| 22 |
+
width=14.6cm,
|
| 23 |
+
height=8.4cm,
|
| 24 |
+
ymin=0.0, ymax=1.03,
|
| 25 |
+
xlabel={Model},
|
| 26 |
+
ylabel={Score},
|
| 27 |
+
ymajorgrids,
|
| 28 |
+
grid style={draw=gray!20},
|
| 29 |
+
major grid style={draw=gray!30},
|
| 30 |
+
axis line style={draw=black!70},
|
| 31 |
+
tick style={draw=black!70},
|
| 32 |
+
symbolic x coords={REAL,ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE},
|
| 33 |
+
xtick=data,
|
| 34 |
+
xticklabel style={rotate=45, anchor=east, font=\scriptsize},
|
| 35 |
+
legend style={draw=none, fill=none, font=\scriptsize, at={(0.98,0.98)}, anchor=north east},
|
| 36 |
+
]
|
| 37 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelreal, fill=modelreal,
|
| 38 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 39 |
+
coordinates { (REAL,1.0000) +- (0,0.0000) };
|
| 40 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelreal, fill=white, pattern=north east lines, pattern color=modelreal,
|
| 41 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 42 |
+
coordinates { (REAL,1.0000) +- (0,0.0000) };
|
| 43 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelarf, fill=modelarf,
|
| 44 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 45 |
+
coordinates { (ARF,0.6918) +- (0,0.0974) };
|
| 46 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelarf, fill=white, pattern=north east lines, pattern color=modelarf,
|
| 47 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 48 |
+
coordinates { (ARF,0.7113) +- (0,0.0955) };
|
| 49 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelbayesnet, fill=modelbayesnet,
|
| 50 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 51 |
+
coordinates { (BayesNet,0.7053) +- (0,0.0921) };
|
| 52 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelbayesnet, fill=white, pattern=north east lines, pattern color=modelbayesnet,
|
| 53 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 54 |
+
coordinates { (BayesNet,0.7179) +- (0,0.0911) };
|
| 55 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelctgan, fill=modelctgan,
|
| 56 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 57 |
+
coordinates { (CTGAN,0.6580) +- (0,0.0991) };
|
| 58 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelctgan, fill=white, pattern=north east lines, pattern color=modelctgan,
|
| 59 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 60 |
+
coordinates { (CTGAN,0.6843) +- (0,0.0900) };
|
| 61 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelforestdiffusion, fill=modelforestdiffusion,
|
| 62 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 63 |
+
coordinates { (ForestDiffusion,0.6142) +- (0,0.0965) };
|
| 64 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelforestdiffusion, fill=white, pattern=north east lines, pattern color=modelforestdiffusion,
|
| 65 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 66 |
+
coordinates { (ForestDiffusion,0.6602) +- (0,0.0949) };
|
| 67 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modelrealtabformer, fill=modelrealtabformer,
|
| 68 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 69 |
+
coordinates { (RealTabFormer,0.7898) +- (0,0.0736) };
|
| 70 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modelrealtabformer, fill=white, pattern=north east lines, pattern color=modelrealtabformer,
|
| 71 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 72 |
+
coordinates { (RealTabFormer,0.8049) +- (0,0.0690) };
|
| 73 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltabbyflow, fill=modeltabbyflow,
|
| 74 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 75 |
+
coordinates { (TabbyFlow,0.6180) +- (0,0.0966) };
|
| 76 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltabbyflow, fill=white, pattern=north east lines, pattern color=modeltabbyflow,
|
| 77 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 78 |
+
coordinates { (TabbyFlow,0.6355) +- (0,0.0958) };
|
| 79 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltabddpm, fill=modeltabddpm,
|
| 80 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 81 |
+
coordinates { (TabDDPM,0.5865) +- (0,0.1158) };
|
| 82 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltabddpm, fill=white, pattern=north east lines, pattern color=modeltabddpm,
|
| 83 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 84 |
+
coordinates { (TabDDPM,0.6013) +- (0,0.1107) };
|
| 85 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltabdiff, fill=modeltabdiff,
|
| 86 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 87 |
+
coordinates { (TabDiff,0.6492) +- (0,0.0996) };
|
| 88 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltabdiff, fill=white, pattern=north east lines, pattern color=modeltabdiff,
|
| 89 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 90 |
+
coordinates { (TabDiff,0.6715) +- (0,0.0995) };
|
| 91 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltabpfgen, fill=modeltabpfgen,
|
| 92 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 93 |
+
coordinates { (TabPFGen,0.6634) +- (0,0.1035) };
|
| 94 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltabpfgen, fill=white, pattern=north east lines, pattern color=modeltabpfgen,
|
| 95 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 96 |
+
coordinates { (TabPFGen,0.6863) +- (0,0.1056) };
|
| 97 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltabsyn, fill=modeltabsyn,
|
| 98 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 99 |
+
coordinates { (TabSyn,0.6938) +- (0,0.1007) };
|
| 100 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltabsyn, fill=white, pattern=north east lines, pattern color=modeltabsyn,
|
| 101 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 102 |
+
coordinates { (TabSyn,0.7106) +- (0,0.1012) };
|
| 103 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=-3.8pt, draw=modeltvae, fill=modeltvae,
|
| 104 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 105 |
+
coordinates { (TVAE,0.6191) +- (0,0.0918) };
|
| 106 |
+
\addplot+[ybar, bar width=6.5pt, bar shift=3.8pt, draw=modeltvae, fill=white, pattern=north east lines, pattern color=modeltvae,
|
| 107 |
+
error bars/.cd, y dir=both, y explicit, error bar style={line width=0.8pt}]
|
| 108 |
+
coordinates { (TVAE,0.6644) +- (0,0.0854) };
|
| 109 |
+
\addlegendimage{area legend, draw=black, fill=black}
|
| 110 |
+
\addlegendentry{Internal profile stability}
|
| 111 |
+
\addlegendimage{area legend, draw=black, fill=white, pattern=north east lines, pattern color=black}
|
| 112 |
+
\addlegendentry{Subgroup size stability}
|
| 113 |
+
\node[anchor=west, font=\scriptsize] at (rel axis cs:0.02,0.90) {$\uparrow$ better};
|
| 114 |
+
\end{axis}
|
| 115 |
+
\end{tikzpicture}
|
| 116 |
+
\end{document}
|