Segmentation on Thorax-85 (fine-tuned)
0.913Dice ScoreModels Genesis
Evaluation results
| Method | Links | |
|---|---|---|
| Models GenesisLabeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 0.913 | |
| ImageNetLabeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 0.903 | |
| MoCo v1Labeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 0.901 | |
| Models GenesisLabeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 0.901 | |
| MoCo v2Labeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 0.9 | |
| SimSiamLabeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 0.899 | |
| Rotation PredLabeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 0.897 | |
| MoCo v2Labeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 0.897 | |
| Relative LocLabeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 0.896 | |
| BYOLLabeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 0.895 | |
| Random initLabeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 0.894 | |
| ImageNetLabeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 0.894 | |
| Relative LocLabeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 0.894 | |
| MoCo v1Labeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 0.893 | |
| MAELabeled Images (|XT|)=60, LRC=w/o, Backbone=ViT-base2023.04 | 0.893 | |
| Rotation PredLabeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 0.892 | |
| BYOLLabeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 0.892 | |
| Random initLabeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 0.89 | |
| MAELabeled Images (|XT|)=60, LRC=w/, Backbone=ViT-base2023.04 | 0.89 | |
| MoCo v1Labeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 0.886 | |
| SimSiamLabeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 0.886 | |
| Models GenesisLabeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 0.884 | |
| BYOLLabeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 0.882 | |
| SimSiamLabeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 0.882 | |
| Models GenesisLabeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 0.882 | |
| ImageNetLabeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 0.881 | |
| Random initLabeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 0.878 | |
| DenseCLLabeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 0.878 | |
| DenseCLLabeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 0.875 | |
| MoCo v2Labeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 0.874 | |
| BYOLLabeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 0.873 | |
| ImageNetLabeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 0.872 | |
| SimSiamLabeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 0.87 | |
| MoCo v1Labeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 0.866 | |
| MoCo v2Labeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 0.866 | |
| MAELabeled Images (|XT|)=10, LRC=w/, Backbone=ViT-base2023.04 | 0.865 | |
| Rotation PredLabeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 0.863 | |
| MAELabeled Images (|XT|)=10, LRC=w/o, Backbone=ViT-base2023.04 | 0.862 | |
| Relative LocLabeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 0.861 | |
| Relative LocLabeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 0.86 | |
| Random initLabeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 0.859 | |
| DenseCLLabeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 0.851 | |
| Rotation PredLabeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 0.846 | |
| DenseCLLabeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 0.843 |