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ResearchSeptember 23, 2026

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…

Embedding Team·arXiv — cs.AI
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  • 01.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
  • 02.Instead of assembling separate modality towers, Ovis-Embedding uses…

This material is provided as an extended analytical summary.

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