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.
Note (06/16/26): This repository was accidentally deleted and has been recreated. The previous list of approved requesters could not be restored, so even if you were granted access before, you will need to request access again. We apologize for the inconvenience.
- Input data (open): https://huggingface.co/datasets/agents-last-exam/agents-last-exam-data
- Metadata / task cards: https://huggingface.co/datasets/agents-last-exam/agents-last-exam
- Source repository: https://github.com/rdi-berkeley/agents-last-exam
- Official site: https://agents-last-exam.org
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/(see the open data repo above),software/, VM images, and internal artifacts.
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