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Verify evals on Papers with Code

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Assessment

Difficulty
3/5
Estimated time
1-2 days
Newbie friendliness
48/100
Issue type
Documentation
Clarity
Mostly clear
Activity status
Quiet

Research direction

Review the linked paper and its two Papers with Code evaluations for the MOVA audio tower (1.3B) on AudioCaps. Verify the score, model name, benchmark protocol, and openness metadata, then report any corrections; adding README badges is optional.

Written by the indexing model from the issue text.

Description

Hi,

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

I've made the paper and 2 paper-native evaluations available on Papers with Code.

The paper is part of the Audio Generation task page.

The MOVA audio tower (1.3B) result currently ranks second on AudioCaps.

The MOVA audio tower (1.3B) result currently ranks fourth on AudioCaps.

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: #2 on AudioCaps

Kind regards,

Niels

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