spacy-project / model_comparison.tex
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\begin{tabular}{l|cccc|cccc|cccc|cccc}
\toprule
{} & \multicolumn{4}{c}{Precision} & \multicolumn{4}{c}{Recall} & \multicolumn{4}{c}{F-Score} \\
\textbf{Model} & Large & Medium & Small & Transformer & Large & Medium & Small & Transformer & Large & Medium & Small & Transformer \\
\textbf{Label } & & & & & & & & & & & & \\
\midrule
\textbf{BUILDING } & 94.8 & 95.2 & 94.7 & 94.3 & 93.2 & 92.8 & 90.2 & 94.2 & 94.0 & 94.0 & 92.4 & 94.3 \\
\textbf{COUNTRY } & 97.7 & 96.5 & 97.6 & 96.6 & 96.8 & 96.3 & 94.6 & 96.8 & 97.2 & 96.4 & 96.1 & 96.7 \\
\textbf{DLF } & 93.5 & 95.0 & 92.4 & 94.1 & 88.4 & 84.1 & 86.4 & 90.4 & 90.9 & 89.2 & 89.3 & 92.2 \\
\textbf{ENV_FEATURES } & 77.5 & 86.3 & 86.6 & 85.1 & 90.1 & 79.1 & 81.2 & 86.9 & 83.3 & 82.5 & 83.8 & 86.0 \\
\textbf{INT_SPACE } & 92.4 & 93.9 & 93.8 & 94.6 & 93.8 & 91.3 & 85.9 & 91.8 & 93.1 & 92.6 & 89.6 & 93.2 \\
\textbf{NPIP } & 92.7 & 94.5 & 92.7 & 94.8 & 86.6 & 82.4 & 86.4 & 83.0 & 89.6 & 88.0 & 89.4 & 88.5 \\
\textbf{POPULATED_PLACE} & 95.2 & 93.0 & 94.0 & 92.1 & 90.4 & 91.2 & 90.6 & 91.3 & 92.7 & 92.1 & 92.3 & 91.7 \\
\textbf{REGION } & 83.0 & 81.4 & 84.4 & 81.2 & 76.8 & 75.8 & 68.4 & 68.4 & 79.8 & 78.5 & 75.6 & 74.3 \\
\textbf{SPATIAL_OBJ } & 95.3 & 95.2 & 96.0 & 96.3 & 95.5 & 93.8 & 90.0 & 92.8 & 95.4 & 94.5 & 92.9 & 94.5 \\
\bottomrule
\end{tabular}