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SotA/Medical/Medical Image Segmentation/Medical Segmentation Decathlon

Medical Image Segmentation on Medical Segmentation Decathlon

Metric: NSD (higher is better)

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#Model↕NSD▼Extra DataPaperDate↕Code
1Swin UNETR89.28NoSelf-Supervised Pre-Training of Swin Transformer...2021-11-29Code
2DiNTS88.68NoDiNTS: Differentiable Neural Network Topology Se...2021-03-29Code
3nnUNet88.09NonnU-Net: Self-adapting Framework for U-Net-Based...2018-09-27Code
4Trans VW87.64NoTransferable Visual Words: Exploiting the Semant...2021-02-21Code
5Models Genesis87.19NoModels Genesis: Generic Autodidactic Models for ...2019-08-19Code