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app.py

@@ -263,7 +263,9 @@ with gr.Blocks(theme=gr.themes.Citrus(), title="MapPFN") as demo:
             )
             ctx_dd = gr.Dropdown(choices=context_choices("frangieh"), value="IFNγ",
                                   label="Cell context")
-            treat_dd = gr.Dropdown(choices=[], label="Target gene perturbation (held-out test split)")
+            _init_test = treatments_for("frangieh", "IFNγ")["test"]
+            treat_dd = gr.Dropdown(choices=_init_test, value=_init_test[0],
+                                    label="Target gene perturbation (held-out test split)")
             with gr.Accordion("Inference settings", open=False):
                 num_shots = gr.Slider(0, 8, value=8, step=1,
                                       label="In-context demonstrations (other treatments)")