From the source

Segmentation-as-Editing for Unified Multimodal AI

Turning segmentation into color editing boosts unified model performance.

Research paper

Ant Ling's Ming-lite-omni 1.5 model reframes segmentation as a color-editing task, improving its cIoU score on RefCOCO-val from 16% to 72.4%.

The approach converts mask generation into image-to-image editing, aligning the task with generative model strengths.

The model is open-weight and available on GitHub, Hugging Face, and ModelScope.

From the source
The cIoU score didn't just improve — it soared from 16% to 72.4% on RefCOCO-val, a relative gain of over 350%.
developer.ant-ling.com

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