Verify evals on Papers with Code

Hi,

Niels here from the open-source team at Hugging Face. Congratulations on your work!

I've made the [paper](https://paperswithcode.co/paper/2607.02770) and [20 verified paper-native evaluations](https://paperswithcode.co/paper/2607.02770#results) available on Papers with Code.

The paper has results on [World Knowledge](https://paperswithcode.co/tasks/world-knowledge), [Image Understanding](https://paperswithcode.co/tasks/image-understanding), [Agents](https://paperswithcode.co/tasks/agents), and 3 additional task pages.

Would it be possible to verify these results and let me know if any score, model name, benchmark protocol, or openness metadata should be corrected? The imported rows are tied to the paper or its official release artifacts; comparison-table baselines were not added.

You can also edit the task, methods, project page, and GitHub URL directly from the paper page using your Hugging Face account.

Kind regards,

Niels

Open the Papers with Code paper page and its linked task pages, then review the 20 verified paper-native evaluation rows against the paper or official release artifacts. Check each score, model name, benchmark protocol, and openness metadata; done means corrections are identified and reported, or the imported results are confirmed as accurate.

Written by the indexing model from the issue text.