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Youtu-Parsing-Omni: One Encoder, One Schema, All Modalities

We present Youtu-Parsing-Omni, an omni-modal parser that converts documents, images, audio, and video into structured records grounded in space and time, providing a perception layer for agents that r

  • Upvotes9
#4Rank now –
#4Peak rank
2Days on list
287Score · 7d
Oct 30, 2026First seen
Rank · 7 days

About this paper

Youtu-Parsing-Omni is a unified multi-modal parser that encodes documents, images, audio, and video into structured spatiotemporal records using shared weights and cross-modal fusion, achieving state-of-the-art results across parsing benchmarks through a self-evolving on-policy distillation…

We present Youtu-Parsing-Omni, an omni-modal parser that converts documents, images, audio, and video into structured records grounded in space and time, providing a perception layer for agents that read, locate, and cite evidence across modalities. Its design rests on one encoder for every modality and one schema for every task. Youtu-Omni-Encoder, initialized from a pre-trained language model to strengthen text reading, encodes all modalities with shared weights in a unified space-time coordinate system, and a few fusion layers let video frames attend to concurrent audio, bringing cross-modal fusion and temporal alignment into perception itself. OmniSchema unifies the outputs of all ten…

omni-modal parsershared weightscross-modal fusiontemporal alignmentself-evolving post-trainingon-policy distillationtoken-level targets
Upvotes
9
Authors
30
Published
Oct 29, 2026

Summary and abstract excerpt via Hugging Face Papers ↗ · arXiv.

Trending history

Youtu-Parsing-Omni: One Encoder, One Schema, All Modalities was first seen on Hugging Face · Daily papers on Oct 30, 2026. Since then it has appeared in 11 checks on 2 different days. Its best position was #4 of 30, reached on Oct 31, 03:28 UTC. It is #4 right now, climbing from #5 to #4 over the last 6 checks.

Rank history

Position on Hugging Face · Daily papers at every check (lower is better).

#1#11#20#30 13:2818:2823:2804:2809:28 Oct 30, 13:28 UTC · #24Oct 30, 15:28 UTC · #11Oct 30, 17:28 UTC · #7Oct 30, 19:28 UTC · #5Oct 30, 21:28 UTC · #6Oct 30, 23:28 UTC · #5Oct 31, 01:28 UTC · #5Oct 31, 03:28 UTC · #4Oct 31, 05:28 UTC · #4Oct 31, 07:28 UTC · #4Oct 31, 09:28 UTC · #4

Last 14 days

Best rank per day (UTC).

Oct 18today

Metric history

▲ as reported by Hugging Face.

04386130 13:2818:2823:2804:2809:28 Oct 30, 13:28 UTC · 9Oct 30, 15:28 UTC · 19Oct 30, 17:28 UTC · 28Oct 30, 19:28 UTC · 36Oct 30, 21:28 UTC · 47Oct 30, 23:28 UTC · 55Oct 31, 01:28 UTC · 55Oct 31, 03:28 UTC · 99Oct 31, 05:28 UTC · 118Oct 31, 07:28 UTC · 124Oct 31, 09:28 UTC · 130

Questions

Is Youtu-Parsing-Omni: One Encoder, One Schema, All Modalities trending on HF Daily Papers right now?

Yes. As of Oct 31, 09:28 UTC it is #4, climbing from #5 to #4 over the last 6 checks.

What is the highest rank Youtu-Parsing-Omni: One Encoder, One Schema, All Modalities reached?

#4 on Hugging Face · Daily papers, on Oct 31, 03:28 UTC. Trendoday checks this list every 120 minutes.

How long has Youtu-Parsing-Omni: One Encoder, One Schema, All Modalities been trending?

It was first seen on Oct 30, 2026 and has been on the list on 2 days (11 checks) since.