Verify evals on Papers with Code

[NielsRogge]

Hi,

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

I've made the paper and 25 verified paper-native evaluations available on Papers with Code.

The paper has results on Image Understanding, Video Understanding, Omni models, and 8 additional task pages.

The MiniCPM-o 4.5-Instruct results currently rank first on OmniDocBench v1.0 and VideoHolmes.

The MiniCPM-o 4.5-Instruct results currently rank third on DailyOmni and MMT-Bench.

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):

Kind regards,

Niels

[tc-mb]

Hi Niels,

Thanks a lot for adding our paper and the evaluations to Papers with Code, and for reaching out.

We've received your message and have someone checking the results. We'll follow up here once we have an update.

Thanks again for your help!

Best,
Tianchi