A lightweight SAM student trained with MSE plus perceptual loss reaches SAM-like Dice scores on some medical datasets but falls behind on breast ultrasound, with no error bars or prompt details.
Structured knowledge distil- lation for semantic segmentation,
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Efficient Knowledge Distillation of SAM for Medical Image Segmentation
A lightweight SAM student trained with MSE plus perceptual loss reaches SAM-like Dice scores on some medical datasets but falls behind on breast ultrasound, with no error bars or prompt details.