leaderboard

app.py

@@ -0,0 +1,32 @@
+import streamlit as st
+import pandas as pd
+import plotly.express as px
+
+data = {
+    'Model': ['code-davinci-edit-001', 'gpt-3.5-turbo', 'code-davinci-002'] ,
+    '0-shot pass@1': [12.18, 13.43, 6.29],
+    '0-shot pass@5': [28.86, 13.43, 19.8],
+    '0-shot pass@100': [54.12, 13.43, 45.91],
+    '1-shot pass@1': [4.73, 16.22, 3.92],
+    '1-shot pass@5': [12.75, 31.93, 14.34],
+    '1-shot pass@100': [30.24, 56.93, 40.09],
+}
+
+df = pd.DataFrame(data)
+
+st.dataframe(df)
+
+sb_options = list(df.columns)
+sb_options.remove('Model')
+
+colselect1,colselect2 = st.columns(2)
+with colselect1:
+   sel_metric = st.selectbox('Metric', options=sb_options)
+
+# Create a new dataframe for plotting. Sort it for plotting display.
+# If metric value is the same, display name by alphabetic order.
+df_metric = df.copy()
+df_metric = df_metric.sort_values(by=[sel_metric, 'Name'], ascending=[True, False])
+      
+plot_assym = px.bar(df_metric, x=sel_metric, y="Name", template="plotly_white", text_auto=True)
+st.plotly_chart(plot_assym)