Medical Image Segmentation on ICH
84.97DSCFAT-Net + ConvFormer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FAT-Net + ConvFormerBackbone=FAT-Net, Architecture Modification=ConvFormer2023.09 | 84.97 | 14.1 | |
| FAT-Net + Re-attentionBackbone=FAT-Net, Architecture Modification=Re-attention2023.09 | 84.42 | 14.2 | |
| FAT-Net + LayerScaleBackbone=FAT-Net, Architecture Modification=LayerScale2023.09 | 83.87 | 13.7 | |
| FAT-NetBackbone=FAT-Net, Architecture Modification=None2023.09 | 83.73 | 16.2 | |
| FAT-Net + RefinerBackbone=FAT-Net, Architecture Modification=Refiner2023.09 | 83.14 | 13.25 | |
| Patcher + ConvFormerBackbone=Patcher, Architecture Modification=ConvFormer2023.09 | 81.69 | 15.35 | |
| SETR + ConvFormerBackbone=SETR, Architecture Modification=ConvFormer2023.09 | 81.56 | 13.5 | |
| TransUNet + ConvFormerBackbone=TransUNet, Architecture Modification=ConvFormer2023.09 | 80.66 | 15.7 | |
| PatcherBackbone=Patcher, Architecture Modification=None2023.09 | 80.54 | 15.7 | |
| SETRBackbone=SETR, Architecture Modification=None2023.09 | 80.17 | 14.9 | |
| Patcher + RefinerBackbone=Patcher, Architecture Modification=Refiner2023.09 | 79.66 | 15.6 | |
| SETR + Re-attentionBackbone=SETR, Architecture Modification=Re-attention2023.09 | 79.08 | 14.5 | |
| Patcher + Re-attentionBackbone=Patcher, Architecture Modification=Re-attention2023.09 | 79.08 | 17.6 | |
| SETR + LayerScaleBackbone=SETR, Architecture Modification=LayerScale2023.09 | 78.91 | 14.45 | |
| TransUNetBackbone=TransUNet, Architecture Modification=None2023.09 | 78.52 | 15.9 | |
| SETR + RefinerBackbone=SETR, Architecture Modification=Refiner2023.09 | 78.35 | 14.95 | |
| TransUNet + Re-attentionBackbone=TransUNet, Architecture Modification=Re-attention2023.09 | 77.5 | 15.4 | |
| TransUNet + RefinerBackbone=TransUNet, Architecture Modification=Refiner2023.09 | 76.47 | 15.65 | |
| TransUNet + LayerScaleBackbone=TransUNet, Architecture Modification=LayerScale2023.09 | 75.6 | 15.5 | |
| TransFuse + ConvFormerBackbone=TransFuse, Architecture Modification=ConvFormer2023.09 | 75.56 | 17.6 | |
| TransFuseBackbone=TransFuse, Architecture Modification=None2023.09 | 75.11 | 18.6 | |
| TransFuse + LayerScaleBackbone=TransFuse, Architecture Modification=LayerScale2023.09 | 74.18 | 20 | |
| TransFuse + RefinerBackbone=TransFuse, Architecture Modification=Refiner2023.09 | 74.16 | 18.6 | |
| Patcher + LayerScaleBackbone=Patcher, Architecture Modification=LayerScale2023.09 | 74.13 | 18.6 | |
| TransFuse + Re-attentionBackbone=TransFuse, Architecture Modification=Re-attention2023.09 | 73.74 | 18.45 |