Alibaba Open-Sources Ovis-Embedding, Setting New Multimodal SOTAs

Alibaba open-sourced the Ovis-Embedding family under Apache 2.0, unifying text, image, video, and audio in a shared representation space and setting new SOTAs across five benchmarks including MMEB.

2026-09-23 ~ 2026-09-23 · 4 related posts

• Ovis-Embedding Debuts: Unified Omni-Modal Embeddings Hit SOTA Across MMEB and More — Embedding Team · 2026-09-23
• Alibaba's Ovis-Embedding tops five benchmarks with unified omni-modal embeddings — _reachsumit · 2026-09-23
• Alibaba open-sources 3 Ovis multimodal embedding models under Apache 2.0 — AdinaYakup · 2026-09-23
• Ovis embedding models now on Hugging Face, with accompanying paper — AdinaYakup · 2026-09-23