Cardiac Image Segmentation on M&Ms Target C 1.0
0.8722Dice ScoreDGNet
Evaluation Results
| Method | Links | |
|---|---|---|
| DGNetSource=A,B,D, Labeled Data Percentage=100%, Training Data=Labeled + Unlabeled2021.06 | 0.8722 | |
| LDDGSource=A,B,D, Labeled Data Percentage=100%, Training Data=Labeled only2021.06 | 0.8649 | |
| SDNet+Aug.Source=A,B,D, Labeled Data Percentage=100%, Training Data=Labeled + Unlabeled2021.06 | 0.8564 | |
| nnUNetSource=A,B,D, Labeled Data Percentage=100%, Training Data=Labeled only2021.06 | 0.8492 | |
| SAMLSource=A,B,D, Labeled Data Percentage=100%, Training Data=Labeled only2021.06 | 0.8452 | |
| DGNetLabeled data percentage=5%, Source Domains=A, B, D, Learning Strategy=Semi-supervised2021.06 | 0.8251 | |
| SDNet+Aug.Labeled data percentage=5%, Source Domains=A, B, D, Learning Strategy=Semi-supervised2021.06 | 0.814 | |
| nnUNetLabeled data percentage=5%, Source Domains=A, B, D, Learning Strategy=Supervised2021.06 | 0.7806 | |
| DGNetLabeled data percentage=2%, Source Domains=A, B, D, Learning Strategy=Semi-supervised2021.06 | 0.7754 | |
| SAMLLabeled data percentage=5%, Source Domains=A, B, D, Learning Strategy=Supervised2021.06 | 0.7743 | |
| SDNet+Aug.Labeled data percentage=2%, Source Domains=A, B, D, Learning Strategy=Semi-supervised2021.06 | 0.7646 | |
| SAMLLabeled data percentage=2%, Source Domains=A, B, D, Learning Strategy=Supervised2021.06 | 0.757 | |
| LDDGLabeled data percentage=5%, Source Domains=A, B, D, Learning Strategy=Supervised2021.06 | 0.734 | |
| nnUNetLabeled data percentage=2%, Source Domains=A, B, D, Learning Strategy=Supervised2021.06 | 0.7297 | |
| LDDGLabeled data percentage=2%, Source Domains=A, B, D, Learning Strategy=Supervised2021.06 | 0.6821 |