| \documentclass[tikz,border=4pt]{standalone} |
| \usepackage{pgfplots} |
| \usepgfplotslibrary{groupplots} |
| \usepackage{xcolor} |
| \pgfplotsset{compat=1.18} |
|
|
| \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={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={Tail concentration consistency}] |
| \addplot+[ybar, bar width=7.0pt, draw=modelarf, fill=modelarf] coordinates { (ARF,0.4854) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelbayesnet, fill=modelbayesnet] coordinates { (BayesNet,0.4090) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelctgan, fill=modelctgan] coordinates { (CTGAN,0.3863) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (ForestDiffusion,0.2104) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (RealTabFormer,0.4726) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (TabbyFlow,0.2255) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabddpm, fill=modeltabddpm] coordinates { (TabDDPM,0.4160) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabdiff, fill=modeltabdiff] coordinates { (TabDiff,0.1750) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (TabPFGen,0.3836) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabsyn, fill=modeltabsyn] coordinates { (TabSyn,0.2433) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltvae, fill=modeltvae] coordinates { (TVAE,0.3388) }; |
| \nextgroupplot[title={Mixed}, ylabel={}] |
| \addplot+[ybar, bar width=7.0pt, draw=modelarf, fill=modelarf] coordinates { (ARF,0.6805) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelbayesnet, fill=modelbayesnet] coordinates { (BayesNet,0.6363) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelctgan, fill=modelctgan] coordinates { (CTGAN,0.5345) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (ForestDiffusion,0.5372) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (RealTabFormer,0.7119) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (TabbyFlow,0.5130) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabddpm, fill=modeltabddpm] coordinates { (TabDDPM,0.2911) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabdiff, fill=modeltabdiff] coordinates { (TabDiff,0.6132) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (TabPFGen,0.6264) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabsyn, fill=modeltabsyn] coordinates { (TabSyn,0.4463) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltvae, fill=modeltvae] coordinates { (TVAE,0.3759) }; |
| \nextgroupplot[title={Numerical}, ylabel={}] |
| \addplot+[ybar, bar width=7.0pt, draw=modelarf, fill=modelarf] coordinates { (ARF,0.4834) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelbayesnet, fill=modelbayesnet] coordinates { (BayesNet,0.4162) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelctgan, fill=modelctgan] coordinates { (CTGAN,0.3371) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates { (ForestDiffusion,0.4185) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modelrealtabformer, fill=modelrealtabformer] coordinates { (RealTabFormer,0.4660) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabbyflow, fill=modeltabbyflow] coordinates { (TabbyFlow,0.4946) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabddpm, fill=modeltabddpm] coordinates { (TabDDPM,0.3379) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabdiff, fill=modeltabdiff] coordinates { (TabDiff,0.4104) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabpfgen, fill=modeltabpfgen] coordinates { (TabPFGen,0.4926) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltabsyn, fill=modeltabsyn] coordinates { (TabSyn,0.4286) }; |
| \addplot+[ybar, bar width=7.0pt, draw=modeltvae, fill=modeltvae] coordinates { (TVAE,0.3317) }; |
| \end{groupplot} |
| \end{tikzpicture} |
| \end{document} |
|
|