import streamlit as st
import pandas as pd
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, 24.62, 19.8],
    '0-shot pass@100': [54.12, 42.14, 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.header('NL2Fix Leaderboard')
#sort data by model name
data = df.sort_values(by='Model').reset_index(drop=True)
# st.dataframe(data)
st.table(data)
st.metric(label="gpt-3.5-turbo 1-shot pass@100", value="56.93", delta="16.84%")