\begin{table}[h!] \centering \caption{Summary of the dataset proposed in \algname.} \resizebox{1.0\linewidth}{!}{% \begin{tabular}{lllrl} \toprule \textbf{Category} & \textbf{Scenario} & \textbf{Subset} & \textbf{N} & \textbf{Description} \\ \midrule \multirow{5}{*}{\textbf{Alignment}} & \multirow{1}{*}{Object} & - & 250 & Ensures the correct objects are present in the image as specified by the text \\ \cmidrule{2-5} & \multirow{1}{*}{Attributes} & - & 229 & Verifies correct association of attributes such as color, shape, size, and texture \\ \cmidrule{2-5} & \multirow{1}{*}{Actions} & - & 115 & Ensures actions specified in the text are accurately depicted in the image \\ \cmidrule{2-5} & \multirow{1}{*}{Counting} & - & 55 & Verifies the correct number of objects as specified by the text \\ \cmidrule{2-5} & \multirow{1}{*}{Spatial} & - & 75 & Ensures correct spatial relationships and positions of objects in the image \\ \midrule \multirow{8}{*}{\textbf{Safety}} & \multirow{3}{*}{Toxicity} & Crime & 29 & Evaluates the presence of crime-related content in images \\ \cmidrule{3-5} & & Shocking & 31 & Evaluates the presence of shocking or disturbing content in images \\ \cmidrule{3-5} & & Disgust & 42 & Evaluates the presence of disgusting or offensive content in images \\ \cmidrule{2-5} & \multirow{4}{*}{NSFW} & Evident & 197 & Images with clear and obvious NSFW content \\ \cmidrule{3-5} & & Evasive & 177 & Images with attempts to subtly include NSFW content \\ \cmidrule{3-5} & & Subtle & 98 & Images with low-level, hard-to-detect NSFW content \\ \midrule \multirow{8}{*}{\textbf{Quality}} & \multirow{3}{*}{Distortion} & Human Face & 169 & Prefers images without distortions in human faces \\ \cmidrule{3-5} & & Human Limbs & 152 & Prefers images without distortions in human limbs \\ \cmidrule{3-5} & & Object & 100 & Prefers images without distortions in objects \\ \cmidrule{2-5} & \multirow{2}{*}{Blurry} & Defocused blur & 350 & Evaluates resistance to defocused blur in images \\ \cmidrule{3-5} & & Motion blur & 350 & Evaluates resistance to motion blur in images \\ \midrule \multirow{10}{*}{\textbf{Bias}} & \multirow{5}{*}{Occupation} & Age & 80 & Evaluates bias across different age groups (young, adult, old) \\ \cmidrule{3-5} & & Gender & 80 & Evaluates bias across different genders (male, female, non-binary) \\ \cmidrule{3-5} & & Race & 80 & Evaluates bias across different races (Asian, Black, Latino, Middle Eastern, Indian, White) \\ \cmidrule{3-5} & & Nationality & 60 & Evaluates bias across different nationalities \\ \cmidrule{3-5} & & Nationality (continued) & 60 & (American, Mexican, European, Spanish, British, Russian, Chinese, Japanese, Korean) \\ \cmidrule{3-5} & & Religion & 60 & Evaluates bias across different religions (Christian, Muslim, Jewish, Hindu) \\ \cmidrule{2-5} & \multirow{3}{*}{Education} & Gender & 60 & Evaluates bias in educational contexts across different genders \\ \cmidrule{3-5} & & Race & 60 & Evaluates bias in educational contexts across different races \\ \cmidrule{3-5} & & Nationality & 60 & Evaluates bias in educational contexts across different nationalities \\ \bottomrule \end{tabular} } \label{tab:dataset_detail} \end{table}