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ResearchFormerly WizWand

Medical Image Segmentation on ACDC 2017 (test)

91.29DSCBoundary DoU Loss
83.292485.368787.44589.5213Aug 1, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Boundary DoU LossModel=TransUNet2023.0891.292.1678.45
Boundary DoU LossModel=Swin-UNet2023.0891.021.2877
Boundary DoU LossModel=UNet2023.0890.841.5476.44
Dice LossModel=TransUNet2023.0890.692.0376.66
Dice + CE LossModel=TransUNet2023.0890.481.9476.27
Boundary LossModel=TransUNet2023.0890.481.8476.31
Tversky LossModel=TransUNet2023.0890.371.9576.2
Dice LossModel=UNet2023.0890.171.3475.2
Dice LossModel=Swin-UNet2023.0890.171.3475.2
Dice + CE LossModel=UNet2023.0889.941.2874.8
Dice + CE LossModel=Swin-UNet2023.0889.941.2874.8
Tversky LossModel=Swin-UNet2023.0889.551.4874.37
Boundary LossModel=UNet2023.0889.252.2873.08
CE LossModel=TransUNet2023.0889.222.0773.78
Boundary LossModel=Swin-UNet2023.0888.951.5372.73
CE LossModel=UNet2023.0888.081.4871.25
CE LossModel=Swin-UNet2023.0888.081.4871.25
Tversky LossModel=UNet2023.0883.69.8869.36