| \documentclass[tikz,border=4pt]{standalone} |
| \usepackage{pgfplots} |
| \usepgfplotslibrary{groupplots} |
| \usetikzlibrary{patterns} |
| \usepackage{xcolor} |
| \pgfplotsset{compat=1.18} |
|
|
| \definecolor{modelreal}{HTML}{000000} |
| \definecolor{modelarf}{HTML}{777777} |
| \definecolor{modelbayesnet}{HTML}{CCBB44} |
| \definecolor{modelctgan}{HTML}{EE6677} |
| \definecolor{modelforestdiffusion}{HTML}{228833} |
| \definecolor{modelrealtabformer}{HTML}{332288} |
| \definecolor{modeltabbyflow}{HTML}{882255} |
| \definecolor{modeltabddpm}{HTML}{EE7733} |
| \definecolor{modeltabdiff}{HTML}{AA3377} |
| \definecolor{modeltabpfgen}{HTML}{009988} |
| \definecolor{modeltabsyn}{HTML}{66CCEE} |
| \definecolor{modeltvae}{HTML}{4477AA} |
| \begin{document} |
| \begin{tikzpicture} |
| \begin{groupplot}[ |
| group style={group size=3 by 1, horizontal sep=1.1cm}, |
| width=4.2cm, |
| height=7.0cm, |
| ybar, |
| bar width=7pt, |
| ymin=0, ymax=1.02, |
| xtick=data, |
| x tick label style={rotate=45, anchor=east, font=\tiny}, |
| tick label style={font=\scriptsize}, |
| label style={font=\scriptsize}, |
| grid=both, |
| grid style={draw=gray!20}, |
| ] |
| \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}] |
| \addplot+[draw=modelreal, fill=modelreal] coordinates { (1,1.0000) }; |
| \addplot+[draw=modelarf, fill=modelarf] coordinates { (2,0.7507) }; |
| \addplot+[draw=modelbayesnet, fill=modelbayesnet] coordinates { (3,0.7059) }; |
| \addplot+[draw=modelctgan, fill=modelctgan] coordinates { (4,0.7056) }; |
| \addplot+[draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (5,0.6122) }; |
| \addplot+[draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (6,0.8103) }; |
| \addplot+[draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (7,0.6232) }; |
| \addplot+[draw=modeltabddpm, fill=modeltabddpm] coordinates { (8,0.7081) }; |
| \addplot+[draw=modeltabdiff, fill=modeltabdiff] coordinates { (9,0.6943) }; |
| \addplot+[draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (10,0.7467) }; |
| \addplot+[draw=modeltabsyn, fill=modeltabsyn] coordinates { (11,0.6720) }; |
| \addplot+[draw=modeltvae, fill=modeltvae] coordinates { (12,0.6250) }; |
| \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}] |
| \addplot+[draw=modelreal, fill=modelreal] coordinates { (1,1.0000) }; |
| \addplot+[draw=modelarf, fill=modelarf] coordinates { (2,0.8584) }; |
| \addplot+[draw=modelbayesnet, fill=modelbayesnet] coordinates { (3,0.9032) }; |
| \addplot+[draw=modelctgan, fill=modelctgan] coordinates { (4,0.7527) }; |
| \addplot+[draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (5,0.7671) }; |
| \addplot+[draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (6,0.9448) }; |
| \addplot+[draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (7,0.7952) }; |
| \addplot+[draw=modeltabddpm, fill=modeltabddpm] coordinates { (8,0.7697) }; |
| \addplot+[draw=modeltabdiff, fill=modeltabdiff] coordinates { (9,0.8108) }; |
| \addplot+[draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (10,0.8178) }; |
| \addplot+[draw=modeltabsyn, fill=modeltabsyn] coordinates { (11,0.8071) }; |
| \addplot+[draw=modeltvae, fill=modeltvae] coordinates { (12,0.6121) }; |
| \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}] |
| \addplot+[draw=modelreal, fill=modelreal] coordinates { (1,1.0000) }; |
| \addplot+[draw=modelarf, fill=modelarf] coordinates { (2,0.4549) }; |
| \addplot+[draw=modelbayesnet, fill=modelbayesnet] coordinates { (3,0.5106) }; |
| \addplot+[draw=modelctgan, fill=modelctgan] coordinates { (4,0.5018) }; |
| \addplot+[draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (5,0.3696) }; |
| \addplot+[draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (6,0.6543) }; |
| \addplot+[draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (7,0.3881) }; |
| \addplot+[draw=modeltabddpm, fill=modeltabddpm] coordinates { (8,0.3522) }; |
| \addplot+[draw=modeltabdiff, fill=modeltabdiff] coordinates { (9,0.4119) }; |
| \addplot+[draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (10,0.4396) }; |
| \addplot+[draw=modeltabsyn, fill=modeltabsyn] coordinates { (11,0.4165) }; |
| \addplot+[draw=modeltvae, fill=modeltvae] coordinates { (12,0.5353) }; |
| \end{groupplot} |
| \end{tikzpicture} |
| \end{document} |
|
|