update description and hf space dependency

requirements.txt

@@ -6,6 +6,7 @@ ase==3.23.0
 torch==2.2.1
 pymatgen==2024.4.13
 bokeh
+bokeh_sampledata
 statsmodels==0.14.2
 # py3Dmol==2.0.0.post2
 # stmol==0.0.9

serve/leaderboard.py

@@ -57,10 +57,12 @@ st.markdown(
 """
 <h1 style='text-align: center;'>⚔️ MLIP Arena Leaderboard ⚔️</h1>
 
-MLIP Arena is a platform for benchmarking foundation machine learning interatomic potentials (MLIPs).
-""", unsafe_allow_html=True)
+MLIP Arena is a platform for benchmarking foundation machine learning interatomic potentials (MLIPs), mainly for disclosing the learned physics and chemistry of the models and their performance on molecular dynamics (MD) simulations.
 
+The benchmarks are NOT designed to compare model architectures, but to evaluate the readiness and reliability of the open-source, open-weight models to reproduce the qualitatively or quantitatively correct physics.
+""", unsafe_allow_html=True)
 
+st.header("Summary", divider=True)
 
 st.dataframe(
     s,