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| import gradio as gr | |
| import pandas as pd | |
| data = [ | |
| ['**Baseline**', 19.7, 19.6, 19.8, 19.8, 19.8, 19.8, 19.8, 19.8, 19.8, 19.8, 19.8, "[[1]](https://arxiv.org/abs/2310.18xxx)"], | |
| ['**Keyword Stuffing**', 19.6, 19.5, 19.8, 20.8, 19.8, 20.4, 20.6, 19.9, 21.1, 21.0, 20.6, "[[1]](https://arxiv.org/abs/2310.18xxx)"], | |
| ['**Unique Words**', 20.6, 20.5, 20.7, 20.8, 20.3, 20.5, 20.9, 20.4, 21.5, 21.2, 20.9, "[[1]](https://arxiv.org/abs/2310.18xxx)"], | |
| ['**Simple Language**', 21.5, 22.0, 21.5, 21.0, 21.1, 21.2, 20.9, 20.6, 21.9, 21.4, 21.3, "[[1]](https://arxiv.org/abs/2310.18xxx)"], | |
| ['**Authoritative Language**', 21.3, 21.2, 21.1, 22.3, 22.9, 22.1, 23.2, 21.9, 23.9, 23.0, 23.1, "[[1]](https://arxiv.org/abs/2310.18xxx)"], | |
| ['**Technical Language**', 22.5, 22.4, 22.5, 21.2, 21.8, 20.5, 21.1, 20.5, 22.1, 21.2, 21.4, "[[1]](https://arxiv.org/abs/2310.18xxx)"], | |
| ['**Fluent Language**', 24.4, 24.4, 24.4, 21.3, 23.2, 21.2, 21.4, 20.8, 23.2, 21.5, 22.1, "[[1]](https://arxiv.org/abs/2310.18xxx)"], | |
| ['**Citation Addition**', 25.5, 25.3, 25.3, 22.8, 24.2, 21.7, 22.3, 21.3, 23.5, 21.7, 22.9, "[[1]](https://arxiv.org/abs/2310.18xxx)"], | |
| ['**Quotes Addition**', 27.5, 27.6, 27.1, 24.4, 26.7, 24.6, 24.9, 23.2, 26.4, 24.1, 25.5, "[[1]](https://arxiv.org/abs/2310.18xxx)"], | |
| ['**Adding Statistics**', 25.8, 26.0, 25.5, 23.1, 26.1, 23.6, 24.5, 22.4, 26.1, 23.8, 24.8, "[[1]](https://arxiv.org/abs/2310.18xxx)"] | |
| ] | |
| # Column names | |
| columns = ['Method', 'Word', 'Position', 'WordPos Overall', 'Rel.', 'Infl.', 'Unique', 'Div.', 'FollowUp', 'Pos.', 'Count', 'Subjective Average', 'Source'] | |
| # Create a DataFrame | |
| DATA_OVERALL = pd.DataFrame(data, columns=columns) | |
| DATA_OVERALL.sort_values(by=['WordPos Overall'], inplace=True, ascending=False) | |
| with gr.Blocks() as demo: | |
| gr.Markdown(f""" | |
| # GEO-Bench Leaderboard, for benchmarking conent optimziation methods for Generative Engines. | |
| - To submit check [here](https://github.com/Pranjal2041/GEO/GEO-Bench/leaderboard/Readme.md) | |
| - Refer to GEO paper for more [details](https://arxiv.org/abs/2310.18xxx) | |
| """) | |
| with gr.Tabs(): | |
| with gr.TabItem('Overall'): | |
| with gr.Row(): | |
| gr.Markdown('## Overall Leaderboard') | |
| with gr.Row(): | |
| data_overall = gr.components.Dataframe( | |
| DATA_OVERALL, | |
| datatype=["markdown"] + ["number"] * len(DATA_OVERALL.columns) + ['markdown'], | |
| type="pandas", | |
| wrap=True, | |
| interactive=False, | |
| ) | |
| with gr.Row(): | |
| data_run_overall = gr.Button("Refresh") | |
| # data_run_overall.click(get_mteb_average, inputs=None, outputs=data_overall) | |
| if __name__ == "__main__": | |
| demo.launch() |