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Legal notice

Information required by Article 6 of French law no. 2004-575 of June 21, 2004 on confidence in the digital economy (LCEN).

This website is published under French law; the legal references on this page are to French legislation.

Website publisher

This website is published by a private individual on a non-professional basis. In accordance with Article 6-III-2 of the LCEN, the publisher's identity has been provided to the hosting provider, which holds it at the disposal of the judicial authorities.

Website
embodiedrank (https://embodiedrank-d4efa7.gitlab.io)
Contact
contact@embodiedrank.com

Hosting provider

Name
GitLab, Inc. (service GitLab Pages)
Address
268 Bush Street #350, San Francisco, CA 94104-3503, USA
Phone
+1 415 761 1791
Website
https://about.gitlab.com

Nature of the content

embodiedrank automatically aggregates results published by third parties (benchmark leaderboards, scientific papers, manufacturer press releases, statistics from industry bodies) and presents a summary of them. Some of the text (summaries, rankings, commentary) is generated or assisted by artificial intelligence. Errors, approximations or outdated information are possible: figures are provided for information only, without warranty, and every data point links to its source.

The evidence levels and the autonomy scale are the site's own reading framework, not an official standard. The projections shown (Trajectory page) are extrapolations flagged as assumptions, not forecasts.

Intellectual property and sources

The structure of the site, its original text, its emblem and its brand guidelines are the property of the publisher. Reproduced data, titles and excerpts remain the property of their respective authors and publishers; they are quoted briefly, with a link to the source, and are subject to the licenses of their original publications.

  • VLA model leaderboards: AllenAI, VLA Evaluation Harness (public GitHub repository).
  • Real-world evaluations: RoboArena.
  • Scientific papers: arXiv (metadata and abstract excerpts, with a link to the paper).
  • Industry statistics: IFR, Omdia, IDC and manufacturer publications, cited on each page.

Trademarks and product names mentioned belong to their respective owners. Their mention implies no partnership or endorsement.

To request the correction or removal of content, write to the contact address above, stating the page concerned.

Personal data and accessibility

See the privacy policy and the accessibility statement.

Last updated: September 25, 2026.