| # Benchmark Overall Table |
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| This folder contains the conference-style benchmark summary table for the evaluation section. |
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| ## Goal |
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| Create a single-page LaTeX summary table that matches the paper-table aesthetic requested for the evaluation section while following the README's frozen paper-facing model roster. |
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| - model rows |
| - grouped metric headers |
| - top-3 color highlighting per metric column |
| - compact `mean ± std` cells |
| - direct PDF export for review |
| - companion CSV exports for exact values |
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| ## Files |
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| - `build_overall_benchmark_table.py` |
| - Rebuilds the table from the current evaluation assets. |
| - `final/benchmark_overall_table_real.tex` |
| - Standalone LaTeX source for the current real-data table. |
| - `final/benchmark_overall_table_real_model_summary.csv` |
| - Model-level summary values, standard deviations, counts, and top-3 ranks. |
| - `final/benchmark_overall_table_real_dataset_level.csv` |
| - Dataset-level values used to compute the model summary table. |
| - `final/benchmark_overall_table_real_sources.csv` |
| - Metric-to-source manifest for traceability. |
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| ## Rebuild |
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| From the repo root: |
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| ```powershell |
| python Evaluation\benchmark_overall_table\build_overall_benchmark_table.py |
| ``` |
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| Then compile the generated LaTeX file with the bundled `tectonic.exe` or another LaTeX engine. |
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