deepseek-ai / deepseek-ai/DeepSeek-R1

Verify evals on Papers with Code

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Hi,

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

I've made the [paper](https://paperswithcode.co/paper/2501.12948) and [16 paper-native evaluations](https://paperswithcode.co/paper/2501.12948#results) available on Papers with Code.

The paper has results on [World Knowledge](https://paperswithcode.co/tasks/world-knowledge), [Coding Agents](https://paperswithcode.co/tasks/coding-agents), [Instruction Following](https://paperswithcode.co/tasks/instruction-following), and 3 additional task pages.

The DeepSeek-R1 result currently ranks first on [FRAMES](https://paperswithcode.co/benchmark/frames?task=question-answering&eval=8334).

The DeepSeek-R1 (3-shot) result currently ranks first on [DROP](https://paperswithcode.co/benchmark/drop?task=reasoning&eval=8330).

The DeepSeek-R1-Zero result currently ranks second on [C-Eval](https://paperswithcode.co/benchmark/c-eval?task=world-knowledge&eval=8341).

The DeepSeek-R1 result currently ranks third on [Arena-Hard](https://paperswithcode.co/benchmark/arena-hard?task=instruction-following&eval=8335).

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 DROP](https://paperswithcode.co/api/v1/papers/2501.12948/leaderboard-badge.svg?eval=8330&live=1)](https://paperswithcode.co/api/v1/papers/2501.12948/leaderboard-badge-link?eval=8330)
[![Papers with Code: SOTA on FRAMES](https://paperswithcode.co/api/v1/papers/2501.12948/leaderboard-badge.svg?eval=8334&live=1)](https://paperswithcode.co/api/v1/papers/2501.12948/leaderboard-badge-link?eval=8334)
[![Papers with Code: #2 on C-Eval](https://paperswithcode.co/api/v1/papers/2501.12948/leaderboard-badge.svg?eval=8341&live=1)](https://paperswithcode.co/api/v1/papers/2501.12948/leaderboard-badge-link?eval=8341)
[![Papers with Code: #3 on Arena-Hard](https://paperswithcode.co/api/v1/papers/2501.12948/leaderboard-badge.svg?eval=8335&live=1)](https://paperswithcode.co/api/v1/papers/2501.12948/leaderboard-badge-link?eval=8335)
[![Papers with Code: #3 on MMLU](https://paperswithcode.co/api/v1/papers/2501.12948/leaderboard-badge.svg?eval=8327&live=1)](https://paperswithcode.co/api/v1/papers/2501.12948/leaderboard-badge-link?eval=8327)

Kind regards,

Niels

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