Lung Nodule Segmentation on LIDC-IDRI (test)
77.4DicennUNet + MS + SaTTCA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| nnUNet + MS + SaTTCABackbone=nnUNet, Multi-scale input encoder=true, SaTTCA=true2023.07 | 77.4 | — | 94.63 | 82.6 | |
| nnUNet + MS + [20]Backbone=nnUNet, Multi-scale input encoder=true, Click-based method=[20]2023.07 | 76.96 | — | 92.39 | 78.53 | |
| nnUNet + MS + TTCABackbone=nnUNet, Multi-scale input encoder=true, Test-time click adaptation=true2023.07 | 76.74 | — | 93.85 | 82.03 | |
| nnUNet + MSBackbone=nnUNet, Multi-scale input encoder=true2023.07 | 76.62 | — | 93.75 | 81.21 | |
| nnUNet + SaTTCABackbone=nnUNet, SaTTCA=true2023.07 | 75.62 | — | 93.05 | 83.61 | |
| nnUNetBackbone=nnUNet2023.07 | 74.86 | — | 92.12 | 82.32 | |
| TransBTS + SaTTCABackbone=TransBTS, SaTTCA=true2023.07 | 72.08 | — | 89.55 | 82.46 | |
| nnUNet + MS + [19]Backbone=nnUNet, Multi-scale input encoder=true, Click-based method=[19]2023.07 | 71.97 | — | 91.78 | 73.9 | |
| TransBTSBackbone=TransBTS2023.07 | 71.42 | — | 88.76 | 81.58 | |
| ACSBackbone=ResNet3D-182022.01 | — | 0.06 | — | — | |
| ACS scratchBackbone=ResNet3D-182022.01 | — | 0 | — | — | |
| I3DBackbone=ResNet3D-182022.01 | — | 0 | — | — | |
| KineticsBackbone=ResNet3D-182022.01 | — | 0.02 | — | — | |
| Med3DBackbone=ResNet3D-182022.01 | — | 0 | — | — | |
| Models GenesisBackbone=U-Net 3D2022.01 | — | 0 | — | — | |
| ScratchBackbone=ResNet3D-182022.01 | — | 0 | — | — |