fix latex bold

app.py

@@ -110,10 +110,7 @@ class ResultSet:
     @cached_property
     def df(self) -> DataFrame:
         data = [
-            {
-                col_name: getattr(result, attr)
-                for attr, col_name in self.column_names.items()
-            }
+            {col_name: getattr(result, attr) for attr, col_name in self.column_names.items()}
             for result in self.results
         ]
 
@@ -125,9 +122,11 @@ class ResultSet:
     def styled_df(self) -> Styler:
         data = [
             {
-                col_name: (f"<a target='_blank' href='https://huggingface.co/{result.model_name}'"
-                           f" style='color: var(--link-text-color); text-decoration: underline;text-decoration-style:"
-                           f" dotted;'>{result.short_name}</a>")
+                col_name: (
+                    f"<a target='_blank' href='https://huggingface.co/{result.model_name}'"
+                    f" style='color: var(--link-text-color); text-decoration: underline;text-decoration-style:"
+                    f" dotted;'>{result.short_name}</a>"
+                )
                 if attr == "short_name"
                 else MODEL_TYPE_EMOJIS[result.model_type]
                 if attr == "model_type"
@@ -161,7 +160,7 @@ class ResultSet:
         def highlight_max(col):
             return np.where(col == np.nanmax(col.to_numpy()), "font-weight: bold;", None)
 
-        styler = styler.apply(highlight_max, axis=1, subset=number_cols)
+        styler = styler.apply(highlight_max, axis=0, subset=number_cols)
         num_params_col = self.column_names["num_parameters"]
         styler = styler.format(convert_number_to_kmb, subset=num_params_col)
         styler = styler.hide()
@@ -261,7 +260,6 @@ with gr.Blocks() as demo:
     gr.Markdown("## LaTeX")
     gr.Code(results.latex_df.to_latex(convert_css=True))
 
-
     gr.Markdown(DISCLAIMER, elem_classes="markdown-text")
     gr.Markdown(CREDIT, elem_classes="markdown-text")
     gr.Markdown(CITATION, elem_classes="markdown-text")