README.md

metadata

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

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 :)