Semantic Segmentation on Lung Nodule (test)
24.28mIoUTransferFSS
Evaluation results
| Method | Links | |
|---|---|---|
| TransferFSSBackbone=ResNet-50, Number of support images (K)=502025.12 | 24.28 | |
| TransferFSSBackbone=ResNet-50, Number of support images (K)=252025.12 | 22.24 | |
| DistillFSSBackbone=ResNet-50, Number of support images (K)=502025.12 | 20.02 | |
| DistillFSSBackbone=ResNet-50, Number of support images (K)=252025.12 | 16.59 | |
| TransferFSSBackbone=ResNet-50, Number of support images (K)=102025.12 | 14.74 | |
| DistillFSSBackbone=ResNet-50, Number of support images (K)=102025.12 | 11.7 | |
| DistillFSSBackbone=ResNet-50, Number of support images (K)=52025.12 | 8.91 | |
| TransferFSSBackbone=ResNet-50, Number of support images (K)=52025.12 | 8.51 | |
| DistillFSSBackbone=Swin-B, Number of support images (K)=502025.12 | 4.87 | |
| DistillFSSBackbone=Swin-B, Number of support images (K)=102025.12 | 3.54 | |
| TransferFSSBackbone=Swin-B, Number of support images (K)=52025.12 | 3.43 | |
| DistillFSSBackbone=Swin-B, Number of support images (K)=252025.12 | 3.42 | |
| DistillFSSBackbone=Swin-B, Number of support images (K)=52025.12 | 3.31 | |
| TransferFSSBackbone=Swin-B, Number of support images (K)=502025.12 | 2.51 | |
| TransferFSSBackbone=Swin-B, Number of support images (K)=102025.12 | 2.29 | |
| TransferFSSBackbone=Swin-B, Number of support images (K)=252025.12 | 1.54 | |
| PATNetBackbone=ResNet-50, Number of support images (K)=502025.12 | 0.3 | |
| PATNetBackbone=ResNet-50, Number of support images (K)=252025.12 | 0.27 | |
| DCAMABackbone=Swin-B, Number of support images (K)=102025.12 | 0.27 | |
| DCAMABackbone=ResNet-50, Number of support images (K)=502025.12 | 0.24 | |
| DCAMABackbone=ResNet-50, Number of support images (K)=252025.12 | 0.23 | |
| PATNetBackbone=ResNet-50, Number of support images (K)=102025.12 | 0.22 | |
| DCAMABackbone=Swin-B, Number of support images (K)=252025.12 | 0.21 | |
| BAMBackbone=ResNet-50, Number of support images (K)=252025.12 | 0.2 | |
| BAMBackbone=ResNet-50, Number of support images (K)=502025.12 | 0.19 | |
| DCAMABackbone=Swin-B, Number of support images (K)=52025.12 | 0.18 | |
| DCAMABackbone=Swin-B, Number of support images (K)=502025.12 | 0.18 | |
| BAMBackbone=ResNet-50, Number of support images (K)=52025.12 | 0.17 | |
| BAMBackbone=ResNet-50, Number of support images (K)=102025.12 | 0.17 | |
| HDMNetBackbone=ResNet-50, Number of support images (K)=502025.12 | 0.16 | |
| DMTNetBackbone=ResNet-50, Number of support images (K)=52025.12 | 0.16 | |
| DMTNetBackbone=ResNet-50, Number of support images (K)=102025.12 | 0.16 | |
| DMTNetBackbone=ResNet-50, Number of support images (K)=252025.12 | 0.16 | |
| DMTNetBackbone=ResNet-50, Number of support images (K)=502025.12 | 0.16 | |
| HDMNetBackbone=ResNet-50, Number of support images (K)=252025.12 | 0.14 | |
| HDMNetBackbone=ResNet-50, Number of support images (K)=102025.12 | 0.12 | |
| DCAMABackbone=ResNet-50, Number of support images (K)=52025.12 | 0.11 | |
| PATNetBackbone=ResNet-50, Number of support images (K)=52025.12 | 0.08 | |
| LabelAnythingBackbone=ViT-B, Number of support images (K)=52025.12 | 0.05 | |
| HDMNetBackbone=ResNet-50, Number of support images (K)=52025.12 | 0.04 | |
| LabelAnythingBackbone=ViT-B, Number of support images (K)=102025.12 | 0.04 | |
| LabelAnythingBackbone=ViT-B, Number of support images (K)=252025.12 | 0.04 | |
| LabelAnythingBackbone=ViT-B, Number of support images (K)=502025.12 | 0.04 | |
| DCAMABackbone=ResNet-50, Number of support images (K)=102025.12 | 0 |