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autogluon/tabarena

A Living Benchmark for Machine Learning on Tabular Data

    Works.Tested on 2026-10-27. From the README alone, on Linux with Luna.

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    Share card: autogluon/tabarena works
    The card X shows when you post.Download

    What we checked

    Does it run from the README?Yes. Running in 1:53 on a clean Linux box.The run

    Tested Oct 27, 2026, rev f5f2c7a.

    Full run evidence and history

    Does it do what the README says?1 of 1 claims held up.Evidence

    “TabArena computes a leaderboard from results.”

    Expected prints a leaderboard ranking methods. Got === Leaderboard ===.

    Which setups did we try?Works with Luna. Our Haiku test broke, so no mark there.Setups

    Linux / Haiku: our test broke. Linux / Luna: works, Oct 27, rev f5f2c7a.

    Needs keys, a login or a browser?No.Details

    None seen

    Is it safe to run?No unexpected network or file activity found in these checksWhat we saw

    No problems traced to this repository code in these checks; a short run cannot prove safety. 2 listed items (named-host connections, static matches, dependency advisories) are below and do not change this verdict.

    Gitleaks found a possible hardcoded secret; value withheld. packages/tabflow_slurm/BENCHMARK_LOG.md

    Full event, path and process lists for each observed setup:

    A quiet run is not a safety guarantee.

    Is it maintained?Maintained · 197 commits in 90 days · 196 merged PRs in 90 days · 16 open issues · 3 open PRsActivity

    actively maintained: last commit 0 days ago; 197 commits and 196 merged PRs in 90 days; 16 open issues, 3 open PRs; 26 of 26 recent threads got a maintainer reply, median first reply 6.6h; latest release 2026-09-03

    Recent commits on GitHub

    Can I show this on my README?Copy the badge.Badge
    ![coldpass](https://coldpass.dev/badge/autogluon--tabarena.svg)

    The run

    Oct 27 · rev f5f2c7a
    0:000:301:001:301:53

    Independent test, not endorsed by the project.