update

app.py

@@ -12,17 +12,17 @@ from src.about import (
 
 data = {
     "Method": [
-        "Handwritten LOTUS (Llama-3.1-70B)",
+        "Human Performance\nHandwritten LOTUS (Llama-3.1-70B)",
         "Zero-shot Text2SQL (Llama-3.1-70B)",
         "Zero-shot Text2SQL + LM Generation (Llama-3.1-70B)",
         "RAG (E5 + Llama-3.1-70B)",
         "RAG (E5) + LM Rerank (Llama-3.1-70B)",
-        "Handwritten LOTUS (GPT-4o)",
+        "Human Performance\nHandwritten LOTUS (GPT-4o)",
         "Zero-shot Text2SQL (GPT-4o)",
        "Zero-shot Text2SQL + LM Generation (GPT-4o)",
         "RAG (E5 + GPT-4o)",
         "RAG (E5) + LM Rerank (GPT-4o)",
-        "Handwritten LOTUS (o3-mini)",
+        "Human Performance\nHandwritten LOTUS (o3-mini)",
         "Zero-shot Text2SQL (o3-mini)",
         "Zero-shot Text2SQL + LM Generation (o3-mini)",
         "RAG (E5 + o3-mini)",
@@ -40,7 +40,7 @@ leaderboard_df = pd.DataFrame(data)
 leaderboard_df = leaderboard_df.sort_values(
     "Execution Accuracy", ascending=False
 ).reset_index(drop=True)
-leaderboard_df.insert(0, "Rank", leaderboard_df.index - 1)
+leaderboard_df.insert(0, "Rank", leaderboard_df.index - 2)
 leaderboard_df.loc[0, "Rank"] = ""
 leaderboard_df.loc[1, "Rank"] = ""
 leaderboard_df.loc[2, "Rank"] = ""
@@ -74,7 +74,7 @@ with gr.Blocks() as demo:
         """
         <div style="text-align: center;">
             <h1 style="font-size: 2.5rem; margin-bottom: 0.5rem;">TAG Leaderboard</h1>
-            <p style="font-size: 1.25rem; color: gray;">Evaluating complex natural language queries over data.</p>
+            <p style="font-size: 1.25rem; color: gray;">A benchmark for natural language queries over data</p>
         </div>
         """
     )