3D Medical Image Segmentation on LA 4 labeled scans 5% ratio v1
87.34DiceCAML
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CAMLLabeled Scans=4, Unlabeled Scans=76, Result Source=Reproduced2023.07 | 87.34 | 77.65 | 9.76 | 2.49 | |
| SS-NetLabeled Scans=4, Unlabeled Scans=76, Result Source=Reported2023.07 | 86.33 | 76.15 | 9.97 | 2.31 | |
| SS-NetLabeled Scans=4, Unlabeled Scans=76, Result Source=Reproduced2023.07 | 83.33 | 71.79 | 15.7 | 4.33 | |
| MC-Net+Labeled Scans=4, Unlabeled Scans=76, Result Source=Reproduced2023.07 | 83.23 | 71.7 | 14.92 | 3.43 | |
| MC-NetLabeled Scans=4, Unlabeled Scans=76, Result Source=Reproduced2023.07 | 80.92 | 68.9 | 17.25 | 2.76 | |
| URPCLabeled Scans=4, Unlabeled Scans=76, Result Source=Reproduced2023.07 | 80.75 | 68.54 | 19.81 | 4.98 | |
| DTCLabeled Scans=4, Unlabeled Scans=76, Result Source=Reproduced2023.07 | 80.14 | 67.88 | 24.08 | 7.18 | |
| SASSNetLabeled Scans=4, Unlabeled Scans=76, Result Source=Reproduced2023.07 | 79.61 | 67 | 25.54 | 7.2 | |
| UA-MTLabeled Scans=4, Unlabeled Scans=76, Result Source=Reproduced2023.07 | 78.07 | 65.03 | 29.17 | 8.63 | |
| V-NetLabeled Scans=4, Unlabeled Scans=0, Result Source=Reported2023.07 | 52.55 | 39.6 | 47.05 | 9.87 | |
| V-NetLabeled Scans=4, Unlabeled Scans=0, Result Source=Reproduced2023.07 | 43.32 | 31.43 | 40.19 | 12.13 |