SAM-MaGuP, a SAM-based polyp segmentation model with a 1D-2D Mamba adapter and boundary distillation, reports state-of-the-art mDice/mIoU on five public colonoscopy datasets.
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Mamba Guided Boundary Prior Matters: A New Perspective for Generalized Polyp Segmentation
SAM-MaGuP, a SAM-based polyp segmentation model with a 1D-2D Mamba adapter and boundary distillation, reports state-of-the-art mDice/mIoU on five public colonoscopy datasets.