Medical Image Segmentation on Prostate Task-3
0.6858Avg Dice ScoreHSSL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HSSLAnnotation Ratio=100%, Backbone=ResNet-342021.07 | 0.6858 | — | |
| SimCLRAnnotation Ratio=100%, Backbone=ResNet-342021.07 | 0.672 | — | |
| MoCoAnnotation Ratio=100%, Backbone=ResNet-342021.07 | 0.6695 | — | |
| RotationAnnotation Ratio=100%, Backbone=ResNet-342021.07 | 0.6671 | — | |
| In-paintingAnnotation Ratio=100%, Backbone=ResNet-342021.07 | 0.6559 | — | |
| TFSAnnotation Ratio=100%, Backbone=ResNet-342021.07 | 0.6347 | — | |
| HSSLAnnotation Ratio=10%, Backbone=ResNet-342021.07 | 0.5959 | — | |
| SimCLRAnnotation Ratio=10%, Backbone=ResNet-342021.07 | 0.5822 | — | |
| RotationAnnotation Ratio=10%, Backbone=ResNet-342021.07 | 0.5739 | — | |
| MoCoAnnotation Ratio=10%, Backbone=ResNet-342021.07 | 0.5407 | — | |
| SimCLRAnnotation Ratio=5%, Backbone=ResNet-342021.07 | 0.5401 | — | |
| TFSAnnotation Ratio=10%, Backbone=ResNet-342021.07 | 0.5353 | — | |
| HSSLAnnotation Ratio=5%, Backbone=ResNet-342021.07 | 0.5269 | — | |
| In-paintingAnnotation Ratio=10%, Backbone=ResNet-342021.07 | 0.5048 | — | |
| RotationAnnotation Ratio=5%, Backbone=ResNet-342021.07 | 0.4793 | — | |
| MoCoAnnotation Ratio=5%, Backbone=ResNet-342021.07 | 0.4725 | — | |
| In-paintingAnnotation Ratio=5%, Backbone=ResNet-342021.07 | 0.3614 | — | |
| TFSAnnotation Ratio=5%, Backbone=ResNet-342021.07 | 0.341 | — | |
| HSSLParameters (M)=22.07, Annotated data ratio=5%2021.07 | — | 0.5269 | |
| HSSLParameters (M)=22.07, Annotated data ratio=10%2021.07 | — | 0.5959 | |
| HSSLParameters (M)=22.07, Annotated data ratio=50%2021.07 | — | 0.6664 | |
| UNetParameters (M)=39.40, Annotated data ratio=5%2021.07 | — | 0.3819 | |
| UNetParameters (M)=39.40, Annotated data ratio=10%2021.07 | — | 0.4944 | |
| UNetParameters (M)=39.40, Annotated data ratio=50%2021.07 | — | 0.6261 | |
| UNet3+Parameters (M)=26.97, Annotated data ratio=5%2021.07 | — | 0.4206 | |
| UNet3+Parameters (M)=26.97, Annotated data ratio=10%2021.07 | — | 0.5094 | |
| UNet3+Parameters (M)=26.97, Annotated data ratio=50%2021.07 | — | 0.635 |