Cardiac Image Segmentation on M&Ms Target A 1.0
83.21Dice (%)DGNet
Evaluation results
| Method | Links | |
|---|---|---|
| DGNetSource=B,C,D, Labeled Data Percentage=100%, Training Data=Labeled + Unlabeled2021.06 | 83.21 | |
| LDDGSource=B,C,D, Labeled Data Percentage=100%, Training Data=Labeled only2021.06 | 82.62 | |
| SDNet+Aug.Source=B,C,D, Labeled Data Percentage=100%, Training Data=Labeled + Unlabeled2021.06 | 81.5 | |
| SAMLSource=B,C,D, Labeled Data Percentage=100%, Training Data=Labeled only2021.06 | 81.33 | |
| nnUNetSource=B,C,D, Labeled Data Percentage=100%, Training Data=Labeled only2021.06 | 80.84 | |
| DGNetLabeled data percentage=5%, Source Domains=B, C, D, Learning Strategy=Semi-supervised2021.06 | 72.4 | |
| SDNet+Aug.Labeled data percentage=5%, Source Domains=B, C, D, Learning Strategy=Semi-supervised2021.06 | 71.21 | |
| SAMLLabeled data percentage=5%, Source Domains=B, C, D, Learning Strategy=Supervised2021.06 | 67.11 | |
| LDDGLabeled data percentage=5%, Source Domains=B, C, D, Learning Strategy=Supervised2021.06 | 66.22 | |
| DGNetLabeled data percentage=2%, Source Domains=B, C, D, Learning Strategy=Semi-supervised2021.06 | 66.01 | |
| nnUNetLabeled data percentage=5%, Source Domains=B, C, D, Learning Strategy=Supervised2021.06 | 65.3 | |
| LDDGLabeled data percentage=2%, Source Domains=B, C, D, Learning Strategy=Supervised2021.06 | 59.47 | |
| SAMLLabeled data percentage=2%, Source Domains=B, C, D, Learning Strategy=Supervised2021.06 | 56.31 | |
| SDNet+Aug.Labeled data percentage=2%, Source Domains=B, C, D, Learning Strategy=Semi-supervised2021.06 | 54.48 | |
| nnUNetLabeled data percentage=2%, Source Domains=B, C, D, Learning Strategy=Supervised2021.06 | 52.87 |