| \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=1.0cm}, |
| width=0.31\textwidth, |
| height=0.46\textwidth, |
| ymin=0, ymax=1.02, |
| xtick={1,...,11}, |
| xticklabels={ARF,BayesNet,CTGAN,ForestDiffusion,RealTabFormer,TabbyFlow,TabDDPM,TabDiff,TabPFGen,TabSyn,TVAE}, |
| x tick label style={rotate=60, anchor=east, font=\scriptsize}, |
| grid=major, |
| grid style={gray!20}, |
| ] |
| \nextgroupplot[title={C datasets}, ylabel={Mean score}] |
| \addplot[ybar, draw=modelarf, fill=modelarf] coordinates {(1,0.850974)}; |
| \addplot[ybar, draw=modelbayesnet, fill=modelbayesnet] coordinates {(2,0.751906)}; |
| \addplot[ybar, draw=modelctgan, fill=modelctgan] coordinates {(3,0.809258)}; |
| \addplot[ybar, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates {(4,0.737932)}; |
| \addplot[ybar, draw=modelrealtabformer, fill=modelrealtabformer] coordinates {(5,0.803291)}; |
| \addplot[ybar, draw=modeltabbyflow, fill=modeltabbyflow] coordinates {(6,0.737932)}; |
| \addplot[ybar, draw=modeltabddpm, fill=modeltabddpm] coordinates {(7,0.154985)}; |
| \addplot[ybar, draw=modeltabdiff, fill=modeltabdiff] coordinates {(8,0.737990)}; |
| \addplot[ybar, draw=modeltabpfgen, fill=modeltabpfgen] coordinates {(9,0.736831)}; |
| \addplot[ybar, draw=modeltabsyn, fill=modeltabsyn] coordinates {(10,0.737990)}; |
| \addplot[ybar, draw=modeltvae, fill=modeltvae] coordinates {(11,0.755763)}; |
| \nextgroupplot[title={M datasets}, ylabel={Mean score}] |
| \addplot[ybar, draw=modelarf, fill=modelarf] coordinates {(1,0.804746)}; |
| \addplot[ybar, draw=modelbayesnet, fill=modelbayesnet] coordinates {(2,0.804537)}; |
| \addplot[ybar, draw=modelctgan, fill=modelctgan] coordinates {(3,0.795905)}; |
| \addplot[ybar, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates {(4,0.754851)}; |
| \addplot[ybar, draw=modelrealtabformer, fill=modelrealtabformer] coordinates {(5,0.993508)}; |
| \addplot[ybar, draw=modeltabbyflow, fill=modeltabbyflow] coordinates {(6,0.754851)}; |
| \addplot[ybar, draw=modeltabddpm, fill=modeltabddpm] coordinates {(7,0.902311)}; |
| \addplot[ybar, draw=modeltabdiff, fill=modeltabdiff] coordinates {(8,0.754851)}; |
| \addplot[ybar, draw=modeltabpfgen, fill=modeltabpfgen] coordinates {(9,0.754851)}; |
| \addplot[ybar, draw=modeltabsyn, fill=modeltabsyn] coordinates {(10,0.754851)}; |
| \addplot[ybar, draw=modeltvae, fill=modeltvae] coordinates {(11,0.673898)}; |
| \nextgroupplot[title={N datasets}, ylabel={Mean score}] |
| \addplot[ybar, draw=modelarf, fill=modelarf] coordinates {(1,0.885773)}; |
| \addplot[ybar, draw=modelbayesnet, fill=modelbayesnet] coordinates {(2,0.889781)}; |
| \addplot[ybar, draw=modelctgan, fill=modelctgan] coordinates {(3,0.885577)}; |
| \addplot[ybar, draw=modelforestdiffusion, fill=modelforestdiffusion] coordinates {(4,0.885773)}; |
| \addplot[ybar, draw=modelrealtabformer, fill=modelrealtabformer] coordinates {(5,0.988941)}; |
| \addplot[ybar, draw=modeltabbyflow, fill=modeltabbyflow] coordinates {(6,0.885773)}; |
| \addplot[ybar, draw=modeltabdiff, fill=modeltabdiff] coordinates {(8,0.885773)}; |
| \addplot[ybar, draw=modeltabpfgen, fill=modeltabpfgen] coordinates {(9,0.915683)}; |
| \addplot[ybar, draw=modeltabsyn, fill=modeltabsyn] coordinates {(10,0.885773)}; |
| \addplot[ybar, draw=modeltvae, fill=modeltvae] coordinates {(11,0.812604)}; |
| \end{groupplot} |
| \end{tikzpicture} |
| \end{document} |
|
|
