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SotA/Medical/Medical Image Segmentation/Medical Segmentation Decathlon

Medical Image Segmentation on Medical Segmentation Decathlon

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#Model↕Dice (Average)▼Extra DataPaperDate↕Code
1Swin UNETR78.68NoSelf-Supervised Pre-Training of Swin Transformer...2021-11-29Code
2DiNTS77.93NoDiNTS: Differentiable Neural Network Topology Se...2021-03-29Code
3nnUNet77.89NonnU-Net: Self-adapting Framework for U-Net-Based...2018-09-27Code
4Models Genesis76.97NoModels Genesis: Generic Autodidactic Models for ...2019-08-19Code
5Trans VW76.96NoTransferable Visual Words: Exploiting the Semant...2021-02-21Code