README.md

metadata

title: SelectArena Leaderboard
emoji: 🏅
colorFrom: blue
colorTo: yellow
sdk: static
app_file: index.html
pinned: true
license: apache-2.0
short_description: Leaderboard of feature selection methods on tabular data
tags:
  - leaderboard
  - feature-selection
  - tabular

SelectArena Leaderboard

The leaderboard of SelectArena (paper). It is a static Space: plain HTML, CSS and JavaScript served as files, so it needs no compute and no paid plan. As for the TabArena leaderboard, this repo holds the site and the data in data/ is generated in the SelectArena repo.

Files

• index.html: the page, all its text, the current version and the version history.
• assets/app.js: reads data/meta.json, builds the selectors and embeds the generated pages.
• assets/style.css: layout and light / dark colors.
• data/: generated by SelectArena's scripts/run_generate_website_artifacts.py; never edit by hand.
• smoke_test.py: checks data/ and the version (standard library only).

Preview

python smoke_test.py
python -m http.server 8000      # then open http://localhost:8000

Opening index.html directly from disk does not work: browsers block fetch() of local files.

Updating the results

Use the update-leaderboard skill of the SelectArena repo (.claude/skills/update-leaderboard/) with this checkout's path. By hand:

1. In SelectArena: python scripts/run_generate_website_artifacts.py.
2. Here: delete the content of data/, then copy in the content of SelectArena's generated_website_artifacts/clean_website_artifacts/website_data/.
3. In index.html, bump selectarena-version and add an entry at the top of the version history.
4. python smoke_test.py, preview, then git add -A && git commit && git push (pushing deploys).