Update app.py

app.py

@@ -86,14 +86,17 @@ all_results = read_csv(CSV_RESULTS_FILE)
 # Write table form CSV
 table = all_results.copy()
 
-# make sure the column ordering is correct (name, average-score, fleurs, mls, ...)
+# make sure the column ordering is correct (name, fleurs, mls, ..., average-score)
 average_column = table.pop("average-score")
 name_column = table.pop("name")
-table.insert(0, "average-score", average_column)
+num_columns = len(table.columns)
+table.insert(num_columns, "average-score", average_column)
 table = table.select_dtypes(exclude=["object", "string"])
 table.insert(0, "name", name_column)
+# sort by average score
 table = table.sort_values(by=["average-score"], ascending=False, ignore_index=True)
 table = table.round(2)
+# start ranking from index 1
 table.index = table.index + 1
 
 # Streamlit
@@ -108,10 +111,11 @@ st.markdown(
     $$
     \begin{gathered}
     0.4 *\left(100-\frac{\text{Fleurs}+\text{MLS}+\text{VP}}{3}\right)_{(\mathrm{WER})}+ \\
-    0.4 * \text{CoVoST}-2_{(\mathrm{BLEU})}+0.2 *\left(\frac{\text{F-LID}+\text{M-14}{2}\right)_{(\mathrm{Acc})}
-    $$
+    0.4 * \text{CoVoST}-2_{(\mathrm{BLEU})}+0.2 *\left(\frac{\text{F-LID}+\text{M-14}}{2}\right)_{(\mathrm{Acc})}
     \end{gathered}
-    \nThe optional dataset of f-r5 does not contribute to the average score."""
+    $$
+    \n
+    The optional dataset of f-r5 does not contribute to the average score."""
 )
 
 # st.table(table)