Semantic Segmentation on Nucleus (test)
79.96mIoUDistillFSS
Evaluation results
| Method | Links | |
|---|---|---|
| DistillFSSBackbone=Swin-B, Number of support images (K)=502025.12 | 79.96 | |
| TransferFSSBackbone=Swin-B, Number of support images (K)=502025.12 | 79.39 | |
| TransferFSSBackbone=Swin-B, Number of support images (K)=102025.12 | 79.01 | |
| TransferFSSBackbone=Swin-B, Number of support images (K)=52025.12 | 73.12 | |
| DistillFSSBackbone=Swin-B, Number of support images (K)=102025.12 | 71.16 | |
| DistillFSSBackbone=Swin-B, Number of support images (K)=52025.12 | 69.57 | |
| TransferFSSBackbone=Swin-B, Number of support images (K)=252025.12 | 69.47 | |
| DistillFSSBackbone=Swin-B, Number of support images (K)=252025.12 | 68.19 | |
| PATNetBackbone=ResNet-50, Number of support images (K)=52025.12 | 37.74 | |
| PATNetBackbone=ResNet-50, Number of support images (K)=502025.12 | 33.43 | |
| PATNetBackbone=ResNet-50, Number of support images (K)=252025.12 | 33.38 | |
| PATNetBackbone=ResNet-50, Number of support images (K)=102025.12 | 32.01 | |
| DCAMABackbone=Swin-B, Number of support images (K)=252025.12 | 31.8 | |
| DCAMABackbone=Swin-B, Number of support images (K)=52025.12 | 28.82 | |
| DCAMABackbone=Swin-B, Number of support images (K)=502025.12 | 28.64 | |
| DistillFSSBackbone=ResNet-50, Number of support images (K)=252025.12 | 25.22 | |
| DCAMABackbone=Swin-B, Number of support images (K)=102025.12 | 24.78 | |
| DMTNetBackbone=ResNet-50, Number of support images (K)=502025.12 | 23.53 | |
| TransferFSSBackbone=ResNet-50, Number of support images (K)=102025.12 | 23.28 | |
| DCAMABackbone=ResNet-50, Number of support images (K)=102025.12 | 23.21 | |
| TransferFSSBackbone=ResNet-50, Number of support images (K)=502025.12 | 22.71 | |
| TransferFSSBackbone=ResNet-50, Number of support images (K)=252025.12 | 21.96 | |
| HDMNetBackbone=ResNet-50, Number of support images (K)=502025.12 | 21.77 | |
| DMTNetBackbone=ResNet-50, Number of support images (K)=252025.12 | 21.5 | |
| HDMNetBackbone=ResNet-50, Number of support images (K)=252025.12 | 21.17 | |
| DistillFSSBackbone=ResNet-50, Number of support images (K)=502025.12 | 21.12 | |
| DistillFSSBackbone=ResNet-50, Number of support images (K)=102025.12 | 20.71 | |
| LabelAnythingBackbone=ViT-B, Number of support images (K)=52025.12 | 19.99 | |
| HDMNetBackbone=ResNet-50, Number of support images (K)=102025.12 | 19.92 | |
| DCAMABackbone=ResNet-50, Number of support images (K)=52025.12 | 19.88 | |
| DMTNetBackbone=ResNet-50, Number of support images (K)=102025.12 | 19.76 | |
| DCAMABackbone=ResNet-50, Number of support images (K)=502025.12 | 19.7 | |
| HDMNetBackbone=ResNet-50, Number of support images (K)=52025.12 | 19.64 | |
| LabelAnythingBackbone=ViT-B, Number of support images (K)=102025.12 | 19.46 | |
| DCAMABackbone=ResNet-50, Number of support images (K)=252025.12 | 19.41 | |
| DMTNetBackbone=ResNet-50, Number of support images (K)=52025.12 | 19.24 | |
| TransferFSSBackbone=ResNet-50, Number of support images (K)=52025.12 | 19.09 | |
| LabelAnythingBackbone=ViT-B, Number of support images (K)=252025.12 | 18.64 | |
| LabelAnythingBackbone=ViT-B, Number of support images (K)=502025.12 | 18.46 | |
| DistillFSSBackbone=ResNet-50, Number of support images (K)=52025.12 | 12.76 | |
| BAMBackbone=ResNet-50, Number of support images (K)=252025.12 | 12.07 | |
| BAMBackbone=ResNet-50, Number of support images (K)=102025.12 | 11.32 | |
| BAMBackbone=ResNet-50, Number of support images (K)=502025.12 | 11.05 | |
| BAMBackbone=ResNet-50, Number of support images (K)=52025.12 | 11.03 |