layout update

app.py

@@ -65,17 +65,22 @@ def create_scatter_plot(df, x_col, y_col, title, x_title, y_title):
     fig.update_traces(marker=dict(size=10), selector=dict(mode='markers'))
     return fig
 
-
 def create_bar_plot(df, col, title):
     sorted_df = df.sort_values(by=col, ascending=True)
-    fig = px.bar(sorted_df, x=col, y='Model', orientation='h', title=title)
-    fig.update_layout(xaxis_title=col, yaxis_title='Model')
+    fig = px.bar(sorted_df, 
+                 x=col, 
+                 y='Model', 
+                 orientation='h', 
+                 title=title, 
+                 color=col, 
+                 color_continuous_scale='solar')
+    fig.update_layout(xaxis_title=col, yaxis_title='Model', height=600, coloraxis_showscale=False)
     return fig
 
 with gr.Blocks(css="custom.css") as demo:
     with gr.Column():
         gr.Markdown(
-            """<div style="text-align: center;"><h1> <span style='color: #E6B800;'>🐰 RABBITS</span>:<span style='color: #E6B800;'>R</span>obust <span style='color: #E6B800;'>A</span>ssessment of <span style='color: #E6B800;'>B</span>iomedical <span style='color: #E6B800;'>B</span>enchmarks <span style='color: #E6B800;'>I</span>nvolving drug
+            """<div style="text-align: center;"><h1> <span style='color: #E6B800;'>🐰 RABBITS</span>: <span style='color: #E6B800;'>R</span>obust <span style='color: #E6B800;'>A</span>ssessment of <span style='color: #E6B800;'>B</span>iomedical <span style='color: #E6B800;'>B</span>enchmarks <span style='color: #E6B800;'>I</span>nvolving drug
 <span style='color: #E6B800;'>T</span>erm <span style='color: #E6B800;'>S</span>ubstitutions for Language Models <span style='color: #E6B800;'></span></h1></div>"""
         )
     with gr.Row():
@@ -95,6 +100,16 @@ with gr.Blocks(css="custom.css") as demo:
     with gr.Row():
         gr.Markdown("""  """)
 
+    with gr.Row():
+        bar1 = gr.Plot(
+            value=create_bar_plot(df, "medmcqa_diff", "Impact of Generic2Brand swap on MedMCQA Accuracy"),
+            elem_id="bar1"
+        )
+        bar2 = gr.Plot(
+            value=create_bar_plot(df, "medqa_diff", "Impact of Generic2Brand swap on MedQA Accuracy"),
+            elem_id="bar2"
+        )
+
     with gr.Row():
             gr.Dataframe(
                 value=explanation_df,
@@ -211,15 +226,9 @@ with gr.Blocks(css="custom.css") as demo:
                 </div>""",
                 elem_classes="markdown-text"
             )
-    with gr.Row():
-        bar1 = gr.Plot(
-            value=create_bar_plot(df, "medmcqa_diff", "Impact of G2B swap on MedMCQA Accuracy"),
-            elem_id="bar1"
-        )
-        bar2 = gr.Plot(
-            value=create_bar_plot(df, "medqa_diff", "Impact of G2B swap on MedQA Accuracy"),
-            elem_id="bar2"
-        )
+    
+
+
 
 if __name__ == "__main__":
     demo.launch()