Qwen3-VL-Seg Unlocks Pixel‑Level Open‑World Segmentation

Qwen3-VL-Seg, the latest open‑source multimodal LLM from Alibaba, extends bounding‑box predictions to pixel‑accurate masks using a lightweight box‑guided decoder, achieving strong performance on both closed‑set and open‑world segmentation tasks with only 0.4% extra parameters.

Multimodal LLMQwen3-VL-SegSA1B-ORS dataset

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