Added some more info in About section

app.py

@@ -50,7 +50,7 @@ def get_leaderboard_object(assay: str | None = None):
     filter_columns = ["model"]
     if assay is None:
         filter_columns.append("property")
-    # TODO how to sort filter columns?
+    # TODO how to sort filter columns alphabetically?
     Leaderboard(
         value=df,
         datatype=["str", "str", "str", "number"],
@@ -67,7 +67,11 @@ def show_output_box(message):
 # 
 # def gradio_interface() -> gr.Blocks:
 with gr.Blocks() as demo:
-    gr.Markdown("## Welcome to the Ginkgo Antibody Developability Benchmark Leaderboard!")
+    gr.Markdown("""
+        ## Welcome to the Ginkgo Antibody Developability Benchmark Leaderboard!
+        
+        Participants can submit their model to the leaderboard by 
+        """)
     with gr.Tabs(elem_classes="tab-buttons"):
         with gr.TabItem("🚀 Leaderboard", elem_id="abdev-benchmark-tab-table"):                
             gr.Markdown("# Antibody Developability Benchmark Leaderboard")
@@ -85,8 +89,23 @@ with gr.Blocks() as demo:
         with gr.TabItem("❔About", elem_id="abdev-benchmark-tab-table"):
             gr.Markdown(
                 """
-                ## About
-                Some info here
+                ## About this challenge
+                
+                We're inviting the ML/bio community to predict developability properties for 244 antibodies from the [GDPa1 dataset](https://huggingface.co/datasets/ginkgo-datapoints/GDPa1).
+                
+                **What is antibody developability?**
+                
+                Antibodies have to be manufacturable, stable in high concentrations, and have low off-target effects. 
+                Properties such as these can often hinder the progression of an antibody to the clinic, and are collectively referred to as 'developability'.
+                Here we show 5 of these properties and invite the community to submit and develop better predictors, which will be tested out on a heldout private set to assess model generalization.
+                
+                **How to submit?**
+                
+                TODO
+                
+                **How to evaluate?**
+                
+                TODO
             """
             )