# Ovis-Embedding: Pushing the Frontiers of Universal Omni-Modal Embeddings

**Published:** September 23, 2026
**Author:** Embedding Team
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/ovis-embedding-pushing-the-frontiers-of-universal-omni-modal-embeddings

arXiv:2609.25165v1 Announce Type: new Abstract: In this report, we introduce \textbf{Ovis-Embedding}, a state-of-the-art omni-modal embedding family built on native integration of text, image, video, and audio. Instead of assembling separate modality towers, Ovis-Embedding uses…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2609.25165)

**Tags:** #Papers with Code #arXiv

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