Verify evals on Papers with Code

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Activity 0 comments · opened Jul 22, 2026

Hi,

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

I've made the paper and 11 verified paper-native evaluations available on Papers with Code.

The paper has results on Coding Agents, World Knowledge, Agents, and 2 additional task pages.

The Claude Mythos 5 results currently rank first on SWE-Bench Multilingual, SWE-Bench Pro, SWE-Bench Verified, and USAMO 2026.

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.

If you'd like to showcase the results in your repository README, you can copy these live leaderboard badges (or use the “Copy PwC badge” button in the Results section):

![Papers with Code: SOTA on BrowseComp](https://paperswithcode.co/benchmark/browsecomp?task=agents&eval=9125)
![Papers with Code: SOTA on CharXiv (RQ)](https://paperswithcode.co/benchmark/charxiv-rq?task=image-understanding&eval=9128)
![Papers with Code: SOTA on FrontierCode Diamond](https://paperswithcode.co/benchmark/frontiercode-diamond?task=coding-agents&eval=9133)
![Papers with Code: SOTA on Humanity's Last Exam (HLE)](https://paperswithcode.co/benchmark/humanitys-last-exam-hle?task=world-knowledge&eval=9127)
![Papers with Code: SOTA on SWE-Bench Multilingual](https://paperswithcode.co/benchmark/swe-bench-multilingual?task=coding-agents&eval=9131)
![Papers with Code: SOTA on SWE-Bench Pro](https://paperswithcode.co/benchmark/swe-bench-pro?task=coding-agents&eval=9122)

Kind regards,

Niels

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