Information
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.com)
- Contact
- contact@embodiedrank.com
Hosting provider
- Name
- OVH SAS
- Address
- 2 rue Kellermann, 59100 Roubaix, France
- Phone
- +33 9 72 10 10 07
- Website
- https://www.ovhcloud.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 Errors, approximations or outdated information are possible: figures are provided for information only, without warranty, and every data point links to its source.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.
- Job offers: companies' public careers pages (see Job offers).
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.
Job offers
The offers in the Jobs section are collected automatically every night from the public feeds that companies publish through their recruiting software (Greenhouse, Lever, Ashby, Workable, Personio, Recruitee, SmartRecruiters, Teamtailor). Each offer names the company that publishes it and links to its original page; an offer withdrawn by the company disappears from the site at the next update.
embodiedrank is not the employer, takes no part in recruitment and receives no applications: you apply directly with the company. The content of each offer (title, description, terms) is the responsibility of the company that publishes it; check it on its page before applying.
Removing an offer or a company. A company that does not want its offers listed, or that asks for an offer to be removed or corrected, can write to contact@embodiedrank.com stating the address of the offer or the name of the company. Removal is carried out as soon as possible and applies to all subsequent updates.
Personal data and accessibility
See the privacy policy and the accessibility statement.
Last updated: October 21, 2026.