Qwen3-VL-Embedding and Qwen3-VL-Reranker: For the Next Generation of Multimodal Retrieval

Alibaba releases Qwen3-VL-Embedding and Qwen3-VL-Reranker, new multimodal retrieval models built on Qwen3-VL, supporting text, images, screenshots, and video.

The embedding model generates semantic vectors, and the reranker provides relevance scores.

The 8B embedding model achieves state-of-the-art results on MMEB-v2 benchmark.