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ResearchFormerly WizWand

Medical Image Segmentation on ICH

84.97DSCFAT-Net + ConvFormer
73.290876.322979.35582.3871Sep 9, 2023
Updated 8mo ago

Evaluation results

MethodLinks
FAT-Net + ConvFormerBackbone=FAT-Net, Architecture Modification=ConvFormer2023.0984.9714.1
FAT-Net + Re-attentionBackbone=FAT-Net, Architecture Modification=Re-attention2023.0984.4214.2
FAT-Net + LayerScaleBackbone=FAT-Net, Architecture Modification=LayerScale2023.0983.8713.7
FAT-NetBackbone=FAT-Net, Architecture Modification=None2023.0983.7316.2
FAT-Net + RefinerBackbone=FAT-Net, Architecture Modification=Refiner2023.0983.1413.25
Patcher + ConvFormerBackbone=Patcher, Architecture Modification=ConvFormer2023.0981.6915.35
SETR + ConvFormerBackbone=SETR, Architecture Modification=ConvFormer2023.0981.5613.5
TransUNet + ConvFormerBackbone=TransUNet, Architecture Modification=ConvFormer2023.0980.6615.7
PatcherBackbone=Patcher, Architecture Modification=None2023.0980.5415.7
SETRBackbone=SETR, Architecture Modification=None2023.0980.1714.9
Patcher + RefinerBackbone=Patcher, Architecture Modification=Refiner2023.0979.6615.6
SETR + Re-attentionBackbone=SETR, Architecture Modification=Re-attention2023.0979.0814.5
Patcher + Re-attentionBackbone=Patcher, Architecture Modification=Re-attention2023.0979.0817.6
SETR + LayerScaleBackbone=SETR, Architecture Modification=LayerScale2023.0978.9114.45
TransUNetBackbone=TransUNet, Architecture Modification=None2023.0978.5215.9
SETR + RefinerBackbone=SETR, Architecture Modification=Refiner2023.0978.3514.95
TransUNet + Re-attentionBackbone=TransUNet, Architecture Modification=Re-attention2023.0977.515.4
TransUNet + RefinerBackbone=TransUNet, Architecture Modification=Refiner2023.0976.4715.65
TransUNet + LayerScaleBackbone=TransUNet, Architecture Modification=LayerScale2023.0975.615.5
TransFuse + ConvFormerBackbone=TransFuse, Architecture Modification=ConvFormer2023.0975.5617.6
TransFuseBackbone=TransFuse, Architecture Modification=None2023.0975.1118.6
TransFuse + LayerScaleBackbone=TransFuse, Architecture Modification=LayerScale2023.0974.1820
TransFuse + RefinerBackbone=TransFuse, Architecture Modification=Refiner2023.0974.1618.6
Patcher + LayerScaleBackbone=Patcher, Architecture Modification=LayerScale2023.0974.1318.6
TransFuse + Re-attentionBackbone=TransFuse, Architecture Modification=Re-attention2023.0973.7418.45