| \documentclass[tikz,border=4pt]{standalone} |
| \usepackage{pgfplots} |
| \usepackage{xcolor} |
| \usetikzlibrary{patterns} |
| \pgfplotsset{compat=1.18} |
|
|
| \usepgfplotslibrary{groupplots} |
| \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=1.15cm}, |
| width=5.0cm, |
| height=7.0cm, |
| ymin=0.0, ymax=1.0, |
| ymajorgrids, |
| grid style={draw=gray!20}, |
| major grid style={draw=gray!30}, |
| symbolic x coords={REAL,ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE}, |
| xtick=data, |
| x tick label style={rotate=45, anchor=east, font=\scriptsize}, |
| tick style={draw=black!70}, |
| axis line style={draw=black!70}, |
| ] |
| \nextgroupplot[title={Categorical}, ylabel={Subgroup structure score}] |
| \addplot+[ybar, bar width=7.0pt, draw=modelreal, fill=modelreal] coordinates { (REAL,1.0000) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelarf, fill=modelarf] coordinates { (ARF,0.8424) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelbayesnet, fill=modelbayesnet] coordinates { (BayesNet,0.8217) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelctgan, fill=modelctgan] coordinates { (CTGAN,0.8009) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (ForestDiffusion,0.7727) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (RealTabFormer,0.8709) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (TabbyFlow,0.7298) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabddpm, fill=modeltabddpm] coordinates { (TabDDPM,0.7483) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabdiff, fill=modeltabdiff] coordinates { (TabDiff,0.7795) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (TabPFGen,0.7938) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabsyn, fill=modeltabsyn] coordinates { (TabSyn,0.7979) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltvae, fill=modeltvae] coordinates { (TVAE,0.7335) }; |
| \nextgroupplot[title={Mixed}, ylabel={}] |
| \addplot+[ybar, bar width=7.0pt, draw=modelreal, fill=modelreal] coordinates { (REAL,1.0000) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelarf, fill=modelarf] coordinates { (ARF,0.7237) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelbayesnet, fill=modelbayesnet] coordinates { (BayesNet,0.7325) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelctgan, fill=modelctgan] coordinates { (CTGAN,0.6424) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (ForestDiffusion,0.6706) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (RealTabFormer,0.7894) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (TabbyFlow,0.6806) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabddpm, fill=modeltabddpm] coordinates { (TabDDPM,0.6633) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabdiff, fill=modeltabdiff] coordinates { (TabDiff,0.6868) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (TabPFGen,0.6989) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabsyn, fill=modeltabsyn] coordinates { (TabSyn,0.6956) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltvae, fill=modeltvae] coordinates { (TVAE,0.5802) }; |
| \nextgroupplot[title={Numerical}, ylabel={}] |
| \addplot+[ybar, bar width=7.0pt, draw=modelreal, fill=modelreal] coordinates { (REAL,1.0000) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelarf, fill=modelarf] coordinates { (ARF,0.5815) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelbayesnet, fill=modelbayesnet] coordinates { (BayesNet,0.6260) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelctgan, fill=modelctgan] coordinates { (CTGAN,0.5701) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (ForestDiffusion,0.5177) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (RealTabFormer,0.7738) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (TabbyFlow,0.5393) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabddpm, fill=modeltabddpm] coordinates { (TabDDPM,0.4428) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabdiff, fill=modeltabdiff] coordinates { (TabDiff,0.5616) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (TabPFGen,0.5764) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabsyn, fill=modeltabsyn] coordinates { (TabSyn,0.5748) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltvae, fill=modeltvae] coordinates { (TVAE,0.6168) }; |
| \end{groupplot} |
| \end{tikzpicture} |
| \end{document} |
|
|