alabnii/sciclaimeval-shared-task huggingface dataset:
\documentclass[varwidth=598pt]{standalone}

\usepackage{booktabs} % professional-quality tables
\usepackage{multirow} % multi-row cells in tables
\usepackage{colortbl} % color for tables (\cellcolor, \rowcolor)
\usepackage[table]{xcolor} % enhanced colors for tables
\usepackage{array} % more flexible column formats (often used)
\usepackage{tabularx} % for tables with auto-stretch columns (if used)
\usepackage{graphicx} % for images in tables or figure/table floats
\usepackage{amssymb} % math symbols
\usepackage{amsmath} % math environments
\usepackage{soul} % highlighting (used for colored text/cells)
\usepackage[normalem]{ulem} % underlining, strikethroughs
\usepackage[T1]{fontenc} % font encoding
\usepackage[utf8]{inputenc}% input encoding (legacy, fine for pdflatex)
\usepackage{microtype} % better text appearance
\usepackage{hyperref} % hyperlinks
\usepackage{textcomp} % for extra symbols
\usepackage{enumitem} % for compact lists (if used in table notes)
\usepackage{adjustbox}
\usepackage{tabu}
\usepackage{pifont} % http://ctan.org/pkg/pifont
\usepackage{bbding} % \XSolidBrush
\usepackage{makecell}

\begingroup
\makeatletter
\renewcommand{\fnum@table}{}%
\long\def\@makecaption#1#2{%
\vskip\abovecaptionskip
\centering #2\par
\vskip\belowcaptionskip
}
\makeatother

\newcommand{\myquad}{\hspace{0.5em}}
\newcommand\tab[1][0.7cm]{\hspace*{#1}}
\newcommand{\emldisplay}[2]{\texttt{\href{mailto:#1}{#2}}}
\newcommand{\eml}[1]{\emldisplay{#1}{#1}}
\newcommand{\affa}{{$^{1}$}}
\newcommand{\affb}{{$^{2}$}}
\begin{document}
\begin{table}
\centering
\begin{adjustbox}{max width=\textwidth}
\begin{tabular}{@{}llll@{}}
\toprule
\textbf{Phenomenon} & \textbf{Dataset} & \textbf{\begin{tabular}[c]{@{}l@{}}Human \\ Avg\end{tabular}} & \textbf{\begin{tabular}[c]{@{}l@{}}LLaVA- \\ eViL+VF\end{tabular}} \\ \midrule
\multirow{2}{*}{\textbf{\begin{tabular}[c]{@{}l@{}}Metaphor\\ /Similes\end{tabular}}} & HAIVMET & \textbf{81.25} & 78.84 \\ \cmidrule(l){2-4}
& \begin{tabular}[c]{@{}l@{}}IRFL \\ (metaphor\\ /simile)\end{tabular} & \textbf{94.36} & 77.78 \\ \midrule
\textbf{Idioms} & \begin{tabular}[c]{@{}l@{}}IRFL \\ (idiom)\end{tabular} & \textbf{89.26} & 49.74 \\ \midrule
\textbf{Sarcasm} & MuSE & 68.89 & \textbf{85.42} \\ \midrule
\multirow{2}{*}{\textbf{Humor}} & MemeCap & \textbf{100.0} & 78.03 \\ \cmidrule(l){2-4}
& NYCartoons & \textbf{71.43} & 47.83 \\ \midrule
\multicolumn{2}{c}{\textbf{Overall}} & \textbf{89.09} & 77.26 \\ \bottomrule
\end{tabular}
\end{adjustbox}
\caption{Table 4: Human baseline results (F1@0) by phenomenon and source dataset.}
\end{table}
\end{document}