EoSeg shows that modern ViT backbones support accurate medical image segmentation without U-Net-style decoders via multi-level query modeling and learnable block fusion, with strong results on seven benchmarks.
Levit-unet: Make faster encoders with transformer for med- ical image segmentation.ArXiv, abs/2107.08623, 2021
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Does Your ViT Still Need U-Net for Segmentation?
EoSeg shows that modern ViT backbones support accurate medical image segmentation without U-Net-style decoders via multi-level query modeling and learnable block fusion, with strong results on seven benchmarks.