Cardiac Image Segmentation on M&Ms Target B 1.0
86.76Dice ScorennUNet
Evaluation results
| Method | Links | |
|---|---|---|
| nnUNetSource=A,C,D, Labeled Data Percentage=100%, Training Data=Labeled only2021.06 | 86.76 | |
| DGNetSource=A,C,D, Labeled Data Percentage=100%, Training Data=Labeled + Unlabeled2021.06 | 86.53 | |
| LDDGSource=A,C,D, Labeled Data Percentage=100%, Training Data=Labeled only2021.06 | 85.68 | |
| SDNet+Aug.Source=A,C,D, Labeled Data Percentage=100%, Training Data=Labeled + Unlabeled2021.06 | 85.04 | |
| SAMLSource=A,C,D, Labeled Data Percentage=100%, Training Data=Labeled only2021.06 | 84.15 | |
| DGNetLabeled data percentage=5%, Source Domains=A, C, D, Learning Strategy=Semi-supervised2021.06 | 80.3 | |
| nnUNetLabeled data percentage=5%, Source Domains=A, C, D, Learning Strategy=Supervised2021.06 | 79.73 | |
| SDNet+Aug.Labeled data percentage=5%, Source Domains=A, C, D, Learning Strategy=Semi-supervised2021.06 | 77.31 | |
| SAMLLabeled data percentage=5%, Source Domains=A, C, D, Learning Strategy=Supervised2021.06 | 76.35 | |
| DGNetLabeled data percentage=2%, Source Domains=A, C, D, Learning Strategy=Semi-supervised2021.06 | 72.72 | |
| LDDGLabeled data percentage=5%, Source Domains=A, C, D, Learning Strategy=Supervised2021.06 | 69.49 | |
| SDNet+Aug.Labeled data percentage=2%, Source Domains=A, C, D, Learning Strategy=Semi-supervised2021.06 | 67.81 | |
| nnUNetLabeled data percentage=2%, Source Domains=A, C, D, Learning Strategy=Supervised2021.06 | 64.63 | |
| SAMLLabeled data percentage=2%, Source Domains=A, C, D, Learning Strategy=Supervised2021.06 | 56.32 | |
| LDDGLabeled data percentage=2%, Source Domains=A, C, D, Learning Strategy=Supervised2021.06 | 56.16 |