How X2SAM Empowers Multimodal Models to Segment Images and Videos at Pixel Level

X2SAM is a unified multimodal large model that combines image and video segmentation with language and visual prompts, introduces a Mask Memory for temporal consistency, defines a new V‑VGD task, and achieves state‑of‑the‑art results while cutting training cost by over 30%.

Large Language ModelV-VGDX2SAM

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