---
title: TabArena
emoji: 🥇
colorFrom: green
colorTo: indigo
sdk: gradio
app_file: main.py
pinned: true
license: apache-2.0
short_description: 'TabArena'
sdk_version: 5.49.1
---

# TabArena Leaderboard Code

This repository contains the frontend code to display TabArena leaderboard. 
The leaderboard is hosted on a HuggingFace space.

Reference:
* Website: https://tabarena.ai
* Paper: https://tabarena.ai/paper-tabular-ml-iid-study
* TabArena Codebase: https://tabarena.ai/code

# Install LB Code for Development

```bash
pip install -e ".[dev]"
# Or 
uv pip install -r pyproject.toml && uv pip install pdf2image
```

# Current Steps to get results:
1. Run https://github.com/autogluon/tabarena/blob/main/examples/plots/run_generate_website_artifacts.py
2. Run https://github.com/autogluon/tabarena/blob/main/scripts/run_generate_zip_for_website.py
   * ake sure to update the relevant metadata for the LB in the `format_leaderboard` function and code!
3. Unzip the generated zip file into the `data` folder in this repo and run `data_pdfs_to_pngs.py`
4. Test the LB locally, otherwise you are done :)