Alibaba's Ovis-Embedding maps text, images, video and audio into one space, SOTA on MMEB-v3

solyarisoftware · x · 2026-09-27

Alibaba released Ovis-Embedding, an omni-modal embedding model that maps text, images, video, and audio into a single shared vector space using one backbone. It achieves state-of-the-art results on the MMEB-v3 benchmark, simplifying cross-modal retrieval and multimodal RAG architectures.

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