Update app.py

app.py

@@ -122,7 +122,20 @@ with gr.Blocks() as demo:
         search_columns=["Model"],
         datatype=["str", "markdown", "markdown", "number","number","number","number","number","number","number","number","number","number"],
         filter_columns=["Arch"],
-    )
+        )
+        gr.Markdown("""
+        ### Explanations:
+
+        Description of metrics in these articles:
+        - https://www.biorxiv.org/content/10.1101/2024.07.17.603980v4
+
+        - **DockFormerPP** [Description of model](https://nips.cc/virtual/2024/102507)
+        - **DFM-Dock** [Description of model](https://nips.cc/virtual/2024/102496)
+        - **EquiMPNN IITM-Bisect** [Description of model](https://arxiv.org/abs/2102.09844)
+        - **IITM-Bisect** [Description of model](https://drive.google.com/file/d/1xsefc3N9-Hw80o2ne9AsKt3QjGCsoYO0/view?usp=sharing)
+
+        **Blackhole** puts all coordinates of the ligand and receptor at two points 3.7 A away from each other.
+                """)
     with gr.Tab("🥇 PLINDER Leaderboard"):
         gr.Markdown("""## PLINDER Leaderboard
                 Evaluating Protein-Ligand prediction
@@ -134,7 +147,19 @@ with gr.Blocks() as demo:
         search_columns=["Model"],
         datatype=["str", "markdown", "markdown", "number", "number","number","number","number","number","number","number","number","number"], 
         filter_columns=["Arch"],
-    )
+        )
+        gr.Markdown("""
+        ### Explanations 
+
+        Description of used metrics:
+        - https://pubmed.ncbi.nlm.nih.gov/37795762/
+        - https://www.biorxiv.org/content/10.1101/2024.07.17.603955v3
+        
+        
+        - **DockFormer** [Description of model](https://nips.cc/virtual/2024/102507)
+        - **Blackhole PLI** generates a minimized ligand conformer with rdkit and then places all protein atoms to one point in space that is just over 6 A distance from any point of the ligand.
+        - **Blackhole PLI Busted** is simply putting all ligand coordinates in one place 6.02 A away from the positions where all protein coordinates are set.
+        """)
     with gr.Tab("✉️ Submit"):
         gr.Markdown("""## Submit your model
                 Submit your model to the leaderboard using the below form AFTER following the following steps: