Cardiac Ultrasound Segmentation on CAMUS
91.6DiceECHO-SegNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ECHO-SegNetTask-Specific=true, Task Group=Cardiac Ultrasound2026.04 | 91.6 | 84.5 | |
| MedFlowSegTask-Specific=false2026.04 | 91 | 84.7 | |
| UltraUNetTask-Specific=true, Task Group=Cardiac Ultrasound2026.04 | 90.8 | 83.1 | |
| Swin-UNetrTask-Specific=false, Type=Deterministic2026.04 | 89.9 | 80.3 | |
| nnUNetTask-Specific=false, Type=Deterministic2026.04 | 89.8 | 82.4 | |
| BEALTask-Specific=true, Task Group=Optic Disc/Cup2026.04 | 89.1 | 82.8 | |
| TransBTSTask-Specific=true, Task Group=Brain Tumor2026.04 | 88.2 | 79.4 | |
| SegDiffTask-Specific=false, Type=Generative2026.04 | 88 | 80.7 | |
| ResUNetTask-Specific=true, Task Group=Optic Disc/Cup2026.04 | 87.9 | 82.7 | |
| MedSegDiffv2Task-Specific=false, Type=Generative2026.04 | 87.6 | 83.9 | |
| FlowSDFTask-Specific=false, Type=Generative2026.04 | 87.5 | 82.8 | |
| EnsemDiffTask-Specific=false, Type=Generative2026.04 | 87.1 | 80.4 | |
| MedSegDiffTask-Specific=false, Type=Generative2026.04 | 87.1 | 82.5 | |
| SwinBTSTask-Specific=true, Task Group=Brain Tumor2026.04 | 86.9 | 79 | |
| TransUNetTask-Specific=false, Type=Deterministic2026.04 | 86.7 | 79.2 | |
| TA-NetTask-Specific=true, Task Group=Histology Gland2026.04 | 86.5 | 81.5 | |
| UNetrTask-Specific=false, Type=Deterministic2026.04 | 86.2 | 80.1 | |
| DCANTask-Specific=true, Task Group=Histology Gland2026.04 | 85.9 | 80.3 |