Update app.py

app.py

@@ -2,7 +2,7 @@ import gradio as gr
 from gradio_leaderboard import Leaderboard, SelectColumns, ColumnFilter
 from pathlib import Path
 
-from utils import ABOUT_TEXT, SUBMIT_TEXT, custom_css, jsonl_to_dataframe, add_average_column_to_df, apply_markdown_format_for_columns, submit, PART_LOGO, sort_dataframe_by_column
+from utils import ABOUT_TEXT, SUBMIT_TEXT, custom_css, jsonl_to_dataframe, add_average_column_to_df, apply_markdown_format_for_columns, submit, PART_LOGO, sort_dataframe_by_column, tasks_and_metrics_table_markdown
 
 
 
@@ -11,7 +11,7 @@ abs_path = Path(__file__).parent
 # Any pandas-compatible data
 leaderboard_df = jsonl_to_dataframe(str(abs_path / "leaderboard_data.jsonl"))
 
-average_column_name = "Average Accuracy"
+average_column_name = "Average Score"
 
 columns_to_average = ["FarsTail-Pair-Classification",
                       "MIRACL-Reranking",
@@ -57,9 +57,12 @@ with gr.Blocks(css=custom_css) as demo:
         search_columns=["model_name_for_query"],
         hide_columns=["model_name_for_query",],
         filter_columns=["Precision", "#Params (M)"],
-    )
+        )
+        gr.Markdown("The tasks and their corresponding metrics are available in the About tab.")
+        
     with gr.TabItem("📝 About"):
         gr.Markdown(ABOUT_TEXT)
+        gr.Markdown(tasks_and_metrics_table_markdown)
 
     with gr.Tab("✉️ Submit"):
         gr.Markdown(SUBMIT_TEXT)