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Update app.py
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app.py
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@@ -107,15 +107,15 @@ def update_metrics(selected_benchmarks):
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def update_leaderboard(selected_methods, selected_metrics):
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df = get_baseline_df(selected_methods, selected_metrics)
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df = df.applymap(lambda x: round(x, 4) if isinstance(x, (int, float)) else x)
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return html
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def style_methods(val):
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"""Given a model name, return a CSS style string."""
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c = color_dict.get(val, "black")
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return f"color: {c}"
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# ------- Visualisation helpers ---------------------------------------------
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@@ -222,6 +222,7 @@ with block:
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baseline_value = get_baseline_df(method_names, metric_names)
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baseline_value = baseline_value.applymap(lambda x: round(x, 4) if isinstance(x, (int, float)) else x)
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baseline_header = ["Method"] + metric_names
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baseline_datatype = ['markdown'] + ['number'] * len(metric_names)
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@@ -233,7 +234,7 @@ with block:
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with gr.Row(show_progress=True, variant='panel'):
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data_component = gr.Dataframe(
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value=
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headers=baseline_header,
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type="pandas",
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datatype=baseline_datatype,
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def update_leaderboard(selected_methods, selected_metrics):
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df = get_baseline_df(selected_methods, selected_metrics)
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df = df.applymap(lambda x: round(x, 4) if isinstance(x, (int, float)) else x)
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df['Method'] = df['Method'].apply(format_method)
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return df
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def format_method(name: str) -> str:
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"""Wrap a model name in a coloured <span> so Gradio renders it."""
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colour = color_dict.get(name, "black")
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return f"<span style='color:{colour}; font-weight:bold;'>{name}</span>"
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# ------- Visualisation helpers ---------------------------------------------
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baseline_value = get_baseline_df(method_names, metric_names)
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baseline_value = baseline_value.applymap(lambda x: round(x, 4) if isinstance(x, (int, float)) else x)
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baseline_value['Method'] = baseline_value['Method'].apply(format_method)
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baseline_header = ["Method"] + metric_names
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baseline_datatype = ['markdown'] + ['number'] * len(metric_names)
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with gr.Row(show_progress=True, variant='panel'):
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data_component = gr.Dataframe(
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value=baseline_value,
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headers=baseline_header,
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type="pandas",
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datatype=baseline_datatype,
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