Request access to ALE reference (ground-truth) data

This dataset contains the ground-truth / reference outputs used to score the Agents Last Exam (ALE) benchmark. Access is gated to protect benchmark integrity. Approval is granted manually.

By requesting access you agree to ALL of the following. Misuse may result in access revocation and exclusion from the benchmark leaderboard.

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Agents Last Exam — Reference (Ground-Truth) Data

⚠️ Gated dataset. This repo contains the ground-truth / reference outputs used to score the Agents Last Exam (ALE) benchmark. Access requires login, agreement to the terms on the access-request form, and manual approval.

The Agents Last Exam dataset family

ALE is published as three companion HuggingFace datasets:

Dataset Contents Access
Task Card Metadata One row per task: titles, prompts, taxonomy, input-file descriptors Open
Task Input Data The input/ files each task hands the agent at run start Open
Reference (Ground-Truth) Data The reference/ outputs used to score runs ⚠️ Gated (manual approval)

You are viewing: Reference (Ground-Truth) Data.

Terms of Use (summary)

  • No training. Do not use this data to train, fine-tune, or distill models.
  • No leakage at eval time. Do not expose this data to any model/agent while it is being evaluated on ALE.
  • No redistribution. Do not repost or share access.
  • Access is logged (HF username, email, timestamp, submitted fields) and may be revoked on misuse.

The full terms are presented on the access-request form.

Layout

tasks/
  <task_id>/                # e.g. business_finance/taxform_4_1
    <variant>/              # variant name as defined in the source repo
      reference/            # ground-truth outputs for scoring
        ...

What's Included / Excluded

  • Included: the reference/ subdirectory of each task variant.
  • Excluded: input/ (open data repo in the family table above), software/, VM images, and internal artifacts.
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