Cardiac Image Segmentation on M&Ms Target D 1.0
87.16Dice ScoreDGNet
Evaluation Results
| Method | Links | |
|---|---|---|
| DGNetSource=A,B,C, Labeled Data Percentage=100%, Training Data=Labeled + Unlabeled2021.06 | 87.16 | |
| nnUNetSource=A,B,C, Labeled Data Percentage=100%, Training Data=Labeled only2021.06 | 86.94 | |
| LDDGSource=A,B,C, Labeled Data Percentage=100%, Training Data=Labeled only2021.06 | 86.73 | |
| SDNet+Aug.Source=A,B,C, Labeled Data Percentage=100%, Training Data=Labeled + Unlabeled2021.06 | 84.96 | |
| SAMLSource=A,B,C, Labeled Data Percentage=100%, Training Data=Labeled only2021.06 | 83.96 | |
| DGNetLabeled data percentage=5%, Source Domains=A, B, C, Learning Strategy=Semi-supervised2021.06 | 83.77 | |
| nnUNetLabeled data percentage=5%, Source Domains=A, B, C, Learning Strategy=Supervised2021.06 | 81.25 | |
| SDNet+Aug.Labeled data percentage=5%, Source Domains=A, B, C, Learning Strategy=Semi-supervised2021.06 | 79.95 | |
| SAMLLabeled data percentage=5%, Source Domains=A, B, C, Learning Strategy=Supervised2021.06 | 78.64 | |
| LDDGLabeled data percentage=5%, Source Domains=A, B, C, Learning Strategy=Supervised2021.06 | 75.66 | |
| DGNetLabeled data percentage=2%, Source Domains=A, B, C, Learning Strategy=Semi-supervised2021.06 | 75.14 | |
| SDNet+Aug.Labeled data percentage=2%, Source Domains=A, B, C, Learning Strategy=Semi-supervised2021.06 | 74.35 | |
| nnUNetLabeled data percentage=2%, Source Domains=A, B, C, Learning Strategy=Supervised2021.06 | 73.27 | |
| SAMLLabeled data percentage=2%, Source Domains=A, B, C, Learning Strategy=Supervised2021.06 | 69.94 | |
| LDDGLabeled data percentage=2%, Source Domains=A, B, C, Learning Strategy=Supervised2021.06 | 68.56 |