update

app.py

@@ -1,7 +1,6 @@
 import streamlit as st
 import pandas as pd
 
-
 def load_data():
     return pd.read_csv("benchmark_data.csv")
 
@@ -10,10 +9,11 @@ def case_insensitive_search(data, query, column):
         return data[data[column].str.lower().str.contains(query.lower())]
     return data
 
-def display_table(data, rows_per_page=10):
+def display_table(data, rows_per_page=10, height=None):
     container = st.container()
     with container:
-        height = min(40 + rows_per_page * 38, 800)  
+        if height is None:
+            height = min(40 + rows_per_page * 38, 800)
         st.dataframe(data, height=height)
 
 def main():
@@ -36,22 +36,27 @@ def main():
     if frame_query:
         data = case_insensitive_search(data, frame_query, 'framework')
 
-    st.write("Displaying results for MRR@10, Hit@10, and Accuracy across different frameworks, embedding models, chat models, and chunks.")
-    display_table(data) 
-
+    # Display settings
+    st.header("Settings")
+    display_table(data[['framework', 'chat_model', 'embedding_model', 'chunk']])
 
-    if st.sidebar.checkbox("Show Metrics Distribution"):
-        st.subheader("Metrics Distribution")
-        st.bar_chart(data[['MRR@10', 'Hit@10', 'Accuracy']]) 
+    # Display retrieval metrics
+    st.header("Retrieval Metrics")
+    display_table(data[['MRR@10', 'Hit@10']])
 
+    # Display response metrics
+    st.header("Response Metrics")
+    display_table(data[['Accuracy']])
 
     st.sidebar.header("Citation")
     st.sidebar.info(
         "Please cite this dataset as:\n"
-        "Tang, Yixuan, and Yi Yang. MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries. ArXiv, 2024,  /abs/2401.15391."
+        "Tang, Yixuan, and Yi Yang. MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries. ArXiv, 2024, /abs/2401.15391."
     )
     st.markdown("---")
     st.caption("For citation, please use: 'Tang, Yixuan, and Yi Yang. MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries. ArXiv, 2024,  /abs/2401.15391. '")
+    st.markdown("---")
+    st.caption("For results self-reporting, please send an email to [email protected]")
 
 if __name__ == "__main__":
     main()