Spinal Cord Gray Matter Segmentation on SCGM (test)
90.25Target 1 ScoreSDNet+Aug.
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SDNet+Aug.Labeled data percentage=100%, Uses unlabeled data=true2021.06 | 90.25 | 84.13 | 62.18 | 88.93 | 81.37 | |
| SAMLLabeled data percentage=100%, Uses unlabeled data=false2021.06 | 90.22 | 86.65 | 58.27 | 88.66 | 80.95 | |
| DGNetLabeled data percentage=100%, Uses unlabeled data=true2021.06 | 90.01 | 85.48 | 64.23 | 89.26 | 82.25 | |
| LDDGLabeled data percentage=100%, Uses unlabeled data=false2021.06 | 88.21 | 83.76 | 56.11 | 89.08 | 79.29 | |
| DGNetLabeled data percentage=20%, Uses unlabeled data=true2021.06 | 87.45 | 81.05 | 61.85 | 87.96 | 79.58 | |
| SDNet+Aug.Labeled data percentage=20%, Uses unlabeled data=true2021.06 | 83.07 | 80.01 | 58.57 | 85.27 | 76.73 | |
| SAMLLabeled data percentage=20%, Uses unlabeled data=false2021.06 | 78.71 | 75.58 | 54.36 | 85.36 | 73.5 | |
| LDDGLabeled data percentage=20%, Uses unlabeled data=false2021.06 | 77.71 | 44.08 | 48.04 | 83.42 | 63.31 | |
| nnUNetLabeled data percentage=100%, Uses unlabeled data=false2021.06 | 75.27 | 76.32 | 62.59 | 71.87 | 71.51 | |
| nnUNetLabeled data percentage=20%, Uses unlabeled data=false2021.06 | 59.07 | 69.94 | 60.25 | 70.13 | 64.85 |