Segmentation on ABD-110 fine-tuned
80.6Dice ScoreModels Genesis
Evaluation results
| Method | Links | |
|---|---|---|
| Models GenesisLabeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 80.6 | |
| Models GenesisLabeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 80.2 | |
| MAELabeled Images (|XT|)=60, LRC=w/, Backbone=ViT-base2023.04 | 79.7 | |
| MoCo v2Labeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 79.6 | |
| SimSiamLabeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 79.5 | |
| MAELabeled Images (|XT|)=60, LRC=w/o, Backbone=ViT-base2023.04 | 79.5 | |
| SimSiamLabeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 79.2 | |
| MoCo v1Labeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 79 | |
| BYOLLabeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 79 | |
| ImageNetLabeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 78.6 | |
| DenseCLLabeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 78.5 | |
| Rotation PredLabeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 78.1 | |
| Random initLabeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 78 | |
| Relative LocLabeled Images (|XT|)=60, LRC=w/, Backbone=ResNet-502023.04 | 78 | |
| BYOLLabeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 78 | |
| MoCo v2Labeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 77.9 | |
| MoCo v1Labeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 77.7 | |
| ImageNetLabeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 77.6 | |
| DenseCLLabeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 77.2 | |
| Rotation PredLabeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 77 | |
| Relative LocLabeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 76.4 | |
| Random initLabeled Images (|XT|)=60, LRC=w/o, Backbone=ResNet-502023.04 | 76 | |
| SimSiamLabeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 76 | |
| MoCo v1Labeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 75.3 | |
| MoCo v2Labeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 75.2 | |
| BYOLLabeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 74.8 | |
| SimSiamLabeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 73.4 | |
| Models GenesisLabeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 73.2 | |
| Models GenesisLabeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 72.9 | |
| ImageNetLabeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 72.7 | |
| Relative LocLabeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 72.6 | |
| MoCo v2Labeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 72.2 | |
| MoCo v1Labeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 72.1 | |
| DenseCLLabeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 72 | |
| BYOLLabeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 71.6 | |
| DenseCLLabeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 71.6 | |
| MAELabeled Images (|XT|)=10, LRC=w/o, Backbone=ViT-base2023.04 | 71.5 | |
| MAELabeled Images (|XT|)=10, LRC=w/, Backbone=ViT-base2023.04 | 71.2 | |
| Random initLabeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 70.9 | |
| ImageNetLabeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 70.9 | |
| Rotation PredLabeled Images (|XT|)=10, LRC=w/, Backbone=ResNet-502023.04 | 70.2 | |
| Relative LocLabeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 69.1 | |
| Rotation PredLabeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 69.1 | |
| Random initLabeled Images (|XT|)=10, LRC=w/o, Backbone=ResNet-502023.04 | 68.8 |