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Medical Image Segmentation On Miccai 2015 1

Metrics

Avg DSC

Results

Performance results of various models on this benchmark

Model Name
Avg DSC
Paper TitleRepository
3D Att-UNet-MTL-TSOL82Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural Networks
RWKV-UNet84.02RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation
TransCASCADE82.68Medical Image Segmentation via Cascaded Attention Decoding
MERIT-GCASCADE84.54G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation
MERIT84.90Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation
PVT-CASCADE81.06Medical Image Segmentation via Cascaded Attention Decoding
PVT-GCASCADE83.28G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation
EMCAD83.63EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation
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