Semantic Segmentation on Industrial-5i (test)
48.19mIoUTransferFSS
Evaluation results
| Method | Links | |
|---|---|---|
| TransferFSSBackbone=Swin-B, Number of support images (K)=802025.12 | 48.19 | |
| DistillFSSBackbone=Swin-B, Number of support images (K)=802025.12 | 46.09 | |
| TransferFSSBackbone=Swin-B, Number of support images (K)=402025.12 | 42.05 | |
| DistillFSSBackbone=Swin-B, Number of support images (K)=402025.12 | 40.86 | |
| TransferFSSBackbone=Swin-B, Number of support images (K)=202025.12 | 30.33 | |
| DistillFSSBackbone=Swin-B, Number of support images (K)=202025.12 | 25.48 | |
| TransferFSSBackbone=ResNet-50, Number of support images (K)=802025.12 | 8.76 | |
| TransferFSSBackbone=ResNet-50, Number of support images (K)=202025.12 | 6.52 | |
| TransferFSSBackbone=ResNet-50, Number of support images (K)=402025.12 | 5.27 | |
| BAMBackbone=ResNet-50, Number of support images (K)=102025.12 | 4.98 | |
| BAMBackbone=ResNet-50, Number of support images (K)=402025.12 | 4.88 | |
| BAMBackbone=ResNet-50, Number of support images (K)=802025.12 | 4.86 | |
| DistillFSSBackbone=ResNet-50, Number of support images (K)=802025.12 | 4.79 | |
| BAMBackbone=ResNet-50, Number of support images (K)=202025.12 | 4.57 | |
| DistillFSSBackbone=ResNet-50, Number of support images (K)=402025.12 | 4.36 | |
| HDMNetBackbone=ResNet-50, Number of support images (K)=402025.12 | 4.11 | |
| TransferFSSBackbone=Swin-B, Number of support images (K)=102025.12 | 4.09 | |
| HDMNetBackbone=ResNet-50, Number of support images (K)=802025.12 | 4 | |
| DistillFSSBackbone=ResNet-50, Number of support images (K)=202025.12 | 3.52 | |
| DistillFSSBackbone=Swin-B, Number of support images (K)=102025.12 | 3.5 | |
| DCAMABackbone=ResNet-50, Number of support images (K)=402025.12 | 3.38 | |
| DCAMABackbone=ResNet-50, Number of support images (K)=802025.12 | 3.21 | |
| HDMNetBackbone=ResNet-50, Number of support images (K)=202025.12 | 3.13 | |
| DCAMABackbone=ResNet-50, Number of support images (K)=202025.12 | 2.56 | |
| PATNetBackbone=ResNet-50, Number of support images (K)=402025.12 | 2.33 | |
| LabelAnythingBackbone=ViT-B, Number of support images (K)=202025.12 | 2.16 | |
| PATNetBackbone=ResNet-50, Number of support images (K)=802025.12 | 2.14 | |
| LabelAnythingBackbone=ViT-B, Number of support images (K)=802025.12 | 2.12 | |
| DCAMABackbone=ResNet-50, Number of support images (K)=102025.12 | 2.09 | |
| PATNetBackbone=ResNet-50, Number of support images (K)=202025.12 | 2.06 | |
| LabelAnythingBackbone=ViT-B, Number of support images (K)=402025.12 | 1.94 | |
| HDMNetBackbone=ResNet-50, Number of support images (K)=102025.12 | 1.92 | |
| DMTNetBackbone=ResNet-50, Number of support images (K)=802025.12 | 1.86 | |
| LabelAnythingBackbone=ViT-B, Number of support images (K)=102025.12 | 1.83 | |
| DMTNetBackbone=ResNet-50, Number of support images (K)=402025.12 | 1.81 | |
| DistillFSSBackbone=ResNet-50, Number of support images (K)=102025.12 | 1.62 | |
| PATNetBackbone=ResNet-50, Number of support images (K)=102025.12 | 1.61 | |
| TransferFSSBackbone=ResNet-50, Number of support images (K)=102025.12 | 1.53 | |
| DMTNetBackbone=ResNet-50, Number of support images (K)=202025.12 | 1.34 | |
| DMTNetBackbone=ResNet-50, Number of support images (K)=102025.12 | 1.26 | |
| DCAMABackbone=Swin-B, Number of support images (K)=402025.12 | 1.21 | |
| DCAMABackbone=Swin-B, Number of support images (K)=802025.12 | 1.16 | |
| DCAMABackbone=Swin-B, Number of support images (K)=202025.12 | 1.14 | |
| DCAMABackbone=Swin-B, Number of support images (K)=102025.12 | 0.84 |