Update app.py

app.py

@@ -350,7 +350,7 @@ with block:
             )
             vis_benchmark_type_selector = gr.Dropdown(
                 choices=list(benchmark_specific_metrics.keys()),
-                label="Benchmark Type",
+                label="🧪 Benchmark Type",
                 value=None,
             )
             with gr.Row():
@@ -359,15 +359,32 @@ with block:
                 vis_aspect_type_selector = gr.Dropdown(choices=[], label="Aspect", visible=False)
                 vis_dataset_selector = gr.Dropdown(choices=[], label="Dataset", visible=False)
                 vis_single_metric_selector = gr.Dropdown(choices=[], label="Metric", visible=False)
-            vis_method_selector = gr.CheckboxGroup(
-                choices=method_names,
-                label="Methods",
-                value=method_names,
-                interactive=True,
-            )
+
+            base_method_names = [m for m in method_names if m in base_methods]
+            user_method_names = [m for m in method_names if m not in base_methods]
+        
+            with gr.Accordion("📦 Base methods", open=False):
+                vis_method_selector_base = gr.CheckboxGroup(
+                    choices=base_method_names,
+                    label="Base Methods",
+                    value=base_method_names,          # default: all selected
+                    interactive=True,
+                )
+        
+            with gr.Accordion("🛠️ User-defined methods", open=False):
+                vis_method_selector_user = gr.CheckboxGroup(
+                    choices=user_method_names,
+                    label="User Methods",
+                    value=[],                         # default: none selected
+                    interactive=True,
+                )
+        
             plot_button = gr.Button("Plot")
             with gr.Row(show_progress=True, variant='panel'):
                 plot_output = gr.Image(label="Plot")
+            
+            gr.Markdown("#### If a method name ends with **^**, it suggests potential suspicions of data leakage related to ***similarity***, ***function***, or ***family*** benchmarks.")
+
             plot_explanation = gr.Markdown(visible=False)
             # callbacks
             vis_benchmark_type_selector.change(