tighten leaderboard: drop date col, shorten headers, no theme, no wrap

app.py

@@ -31,20 +31,19 @@ else:
 
 
 LEADERBOARD_COLUMNS = [
-    "Rank",
+    "#",
     "Method",
     "Team",
     "Overall",
-    "Cumul. State",
-    "Temp. Count",
-    "Event Order",
-    "Event Link",
-    "Spatial Pref.",
-    "Activity Pat.",
-    "Model size",
-    "Ext. data",
+    "Cumul",
+    "Count",
+    "Order",
+    "Link",
+    "Spatial",
+    "Activity",
+    "Size",
+    "Ext",
     "Modality",
-    "Date (UTC)",
     "Links",
 ]
 
@@ -70,7 +69,6 @@ def _row_from_submission(sub, rank):
         sub.get("model_size") or "—",
         "yes" if sub.get("uses_external_data") else "no",
         sub.get("uses_video_frames") or "—",
-        sub.get("submitted_at_utc", "")[:10],
         " · ".join(links) or "—",
     ]
 
@@ -248,7 +246,7 @@ for the full spec.
 # UI
 # ---------------------------------------------------------------------------
 
-with gr.Blocks(title="EgoMemReason Leaderboard", theme=gr.themes.Soft()) as demo:
+with gr.Blocks(title="EgoMemReason Leaderboard") as demo:
     gr.Markdown("# 🧠 EgoMemReason — Leaderboard")
     gr.Markdown(
         "*Memory-driven reasoning over week-long egocentric video. 500 MCQs · "
@@ -270,7 +268,7 @@ with gr.Blocks(title="EgoMemReason Leaderboard", theme=gr.themes.Soft()) as demo
             value=load_leaderboard(False),
             headers=LEADERBOARD_COLUMNS,
             interactive=False,
-            wrap=True,
+            wrap=False,
         )
         show_all.change(load_leaderboard, inputs=[show_all], outputs=[leaderboard_df])
         refresh_btn.click(load_leaderboard, inputs=[show_all], outputs=[leaderboard_df])
@@ -315,7 +313,7 @@ with gr.Blocks(title="EgoMemReason Leaderboard", theme=gr.themes.Soft()) as demo
             value=pd.DataFrame(columns=MANAGE_COLUMNS),
             headers=MANAGE_COLUMNS,
             interactive=False,
-            wrap=True,
+            wrap=False,
         )
         selected_id = gr.Textbox(label="submission_id to mark as selected", max_lines=1)
         select_btn = gr.Button("Mark as my selected entry")

scripts/seed_paper_baselines.py

@@ -86,7 +86,7 @@ def build_record(row):
         "submission_id": sid,
         "submitted_at_utc": SEED_DATE,
         "hf_user_id": SEED_HF_USER,
-        "team_name": f"EgoMemReason paper · {category}",
+        "team_name": "EgoMemReason",
         "method_name": name,
         "model_size": size,
         "uses_external_data": uses_ext,