Cardiac ultrasound segmentation on CardiacUDA (test)
90.39DSCnnUNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| nnUNetSupervision Level=100%2025.03 | 90.39 | 8.32 | |
| Hiera-based adaptive frameworkSupervision Level=100%2025.03 | 87.44 | 6.45 | |
| SAMUSSupervision Level=100%2025.03 | 86.14 | 7.7 | |
| SwinUNETRSupervision Level=100%2025.03 | 85.81 | 9.94 | |
| MedNeXtSupervision Level=100%2025.03 | 85.54 | 8.34 | |
| Hiera-based adaptive frameworkSupervision Level=10%2025.03 | 82.38 | 11.07 | |
| SAMUSSupervision Level=10%2025.03 | 82.1 | 10.15 | |
| UNetSupervision Level=100%2025.03 | 81.69 | 20.78 | |
| SwinUNETRSupervision Level=10%2025.03 | 81.44 | 24.11 | |
| MedSAM2Supervision Level=100%2025.03 | 75.78 | 12.95 | |
| UNetSupervision Level=10%2025.03 | 72.83 | 26.24 | |
| MedNeXtSupervision Level=10%2025.03 | 70.97 | 32.59 | |
| Hiera-based adaptive frameworkSupervision Level=1%2025.03 | 65.84 | 23.57 | |
| SAMUSSupervision Level=1%2025.03 | 63.65 | 23.91 | |
| SwinUNETRSupervision Level=1%2025.03 | 51.54 | 90.38 | |
| nnUNetSupervision Level=10%2025.03 | 49.49 | 34.12 | |
| nnUNetSupervision Level=1%2025.03 | 35.48 | 58.94 | |
| UNetSupervision Level=1%2025.03 | 34.65 | 41.04 | |
| MedNeXtSupervision Level=1%2025.03 | 19.05 | 158.71 | |
| MedSAM2Supervision Level=10%2025.03 | 3.82 | 151.34 | |
| MedSAM2Supervision Level=1%2025.03 | 3.18 | 154.61 |