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. Author manuscript; available in PMC: 2024 Jul 8.
Published in final edited form as: Med Image Anal. 2023 Aug 25;90:102939. doi: 10.1016/j.media.2023.102939

Table 7.

KiTS19 DSC performance comparison with baseline methods. The UNesT achieves the highest DSC on the with-held test set.

Model Kidney Tumor Avg
nnUNeT (Isensee et al., 2021) 0.9643 0.8287 0.8965
nnFormer (Zhou et al., 2021a) 0.9723 0.8348 0.9036
CoTr (Xie et al., 2021b) 0.9735 0.8341 0.9038
TransBTS (Wang et al., 2021a) 0.9740 0.8374 0.9057
UNETR (Hatamizadeh et al., 2022) 0.9746 0.8382 0.9064
Swin UNETR (Tang et al., 2022) 0.9751 0.8397 0.9074
UNEST (Ours) 0.9794 0.8439 0.9117