Cardiac Image Segmentation on 2CH cine
87.17DSC (LV Myo)MedSAM2
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MedSAM22026.04 | 87.17 | 68.61 | 7.42 | 11.02 | 0.18 | 0.32 | — | — | — | |
| nnUNet2026.04 | 85.49 | 90.79 | 29.25 | 30.51 | 2.14 | 3.3 | — | — | — | |
| BAAI Cardiac Agent2026.04 | 84.95 | 92.54 | 8.43 | 7.31 | 0.29 | 0.25 | — | — | — | |
| ResUNet++2026.04 | 83.39 | 90.56 | 13.84 | 10.71 | 0.55 | 0.73 | — | — | — | |
| DiffUNet2026.04 | 78.92 | 87.17 | 189.56 | 45.15 | 8.05 | 2.88 | — | — | — | |
| BAAI Cardiac Agent2026.04 | — | — | — | — | — | — | 88.75 | 7.87 | 0.27 | |
| DiffUNet2026.04 | — | — | — | — | — | — | 83.05 | 117.35 | 5.46 | |
| MedSAM22026.04 | — | — | — | — | — | — | 77.89 | 9.22 | 0.25 | |
| nnUNet2026.04 | — | — | — | — | — | — | 88.14 | 29.88 | 2.72 | |
| ResUNet++2026.04 | — | — | — | — | — | — | 86.97 | 12.28 | 0.64 |