Medical Image Segmentation on Spleen Task-5
0.8845Dice ScoreHSSL
Evaluation Results
| Method | Links | |
|---|---|---|
| HSSLAnnotation Ratio=100%, Backbone=ResNet-342021.07 | 0.8845 | |
| SimCLRAnnotation Ratio=100%, Backbone=ResNet-342021.07 | 0.8776 | |
| RotationAnnotation Ratio=100%, Backbone=ResNet-342021.07 | 0.8696 | |
| In-paintingAnnotation Ratio=100%, Backbone=ResNet-342021.07 | 0.8596 | |
| TFSAnnotation Ratio=100%, Backbone=ResNet-342021.07 | 0.8588 | |
| HSSLParameters (M)=22.07, Annotated data ratio=50%2021.07 | 0.8586 | |
| MoCoAnnotation Ratio=100%, Backbone=ResNet-342021.07 | 0.8575 | |
| UNet3+Parameters (M)=26.97, Annotated data ratio=50%2021.07 | 0.8274 | |
| UNetParameters (M)=39.40, Annotated data ratio=50%2021.07 | 0.8148 | |
| HSSLAnnotation Ratio=10%, Backbone=ResNet-342021.07 | 0.8095 | |
| HSSLParameters (M)=22.07, Annotated data ratio=10%2021.07 | 0.8095 | |
| SimCLRAnnotation Ratio=10%, Backbone=ResNet-342021.07 | 0.7825 | |
| RotationAnnotation Ratio=10%, Backbone=ResNet-342021.07 | 0.7468 | |
| In-paintingAnnotation Ratio=10%, Backbone=ResNet-342021.07 | 0.713 | |
| MoCoAnnotation Ratio=10%, Backbone=ResNet-342021.07 | 0.6822 | |
| TFSAnnotation Ratio=10%, Backbone=ResNet-342021.07 | 0.6744 | |
| HSSLAnnotation Ratio=5%, Backbone=ResNet-342021.07 | 0.6735 | |
| HSSLParameters (M)=22.07, Annotated data ratio=5%2021.07 | 0.6735 | |
| UNet3+Parameters (M)=26.97, Annotated data ratio=10%2021.07 | 0.6483 | |
| SimCLRAnnotation Ratio=5%, Backbone=ResNet-342021.07 | 0.634 | |
| UNetParameters (M)=39.40, Annotated data ratio=10%2021.07 | 0.6281 | |
| UNet3+Parameters (M)=26.97, Annotated data ratio=5%2021.07 | 0.6005 | |
| RotationAnnotation Ratio=5%, Backbone=ResNet-342021.07 | 0.5674 | |
| MoCoAnnotation Ratio=5%, Backbone=ResNet-342021.07 | 0.5491 | |
| UNetParameters (M)=39.40, Annotated data ratio=5%2021.07 | 0.5471 | |
| TFSAnnotation Ratio=5%, Backbone=ResNet-342021.07 | 0.4875 | |
| In-paintingAnnotation Ratio=5%, Backbone=ResNet-342021.07 | 0.4786 |