# Benchmark Overall Table

This folder contains the conference-style benchmark summary table for the evaluation section.

## Goal

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.

- 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

## Files

- `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.

## Rebuild

From the repo root:

```powershell
python Evaluation\benchmark_overall_table\build_overall_benchmark_table.py
```

Then compile the generated LaTeX file with the bundled `tectonic.exe` or another LaTeX engine.