Cardiac Segmentation on Cardiac CMR 4CH cine
86.92DSCBAAI Cardiac Agent
Evaluation results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BAAI Cardiac Agent2026.04 | 86.92 | 7.52 | 0.26 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| ResUNet++2026.04 | 84.41 | 13.73 | 0.94 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MedSAM22026.04 | 82.07 | 7.94 | 0.26 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| nnUNet2026.04 | 81.61 | 12.17 | 0.67 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DiffUNet2026.04 | 77.38 | 72.8 | 8.26 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BAAI Cardiac Agent2026.04 | — | — | — | 86.12 | 94.25 | 68.77 | 89.93 | 92.23 | 90.22 | 7.34 | 6.22 | 9.63 | 8.25 | 6.66 | 7 | 0.29 | 0.2 | 0.32 | 0.26 | 0.25 | 0.23 | |
| DiffUNet2026.04 | — | — | — | 78.31 | 88.02 | 54.81 | 79.29 | 86.32 | 77.51 | 114.55 | 70.62 | 67.94 | 45.69 | 88.73 | 50.46 | 8.91 | 6.73 | 9.41 | 7.9 | 11.12 | 5.48 | |
| MedSAM22026.04 | — | — | — | 86.57 | 62.87 | 70.54 | 90.26 | 91.61 | 90.54 | 7.08 | 10.76 | 9.22 | 9.18 | 5.99 | 5.43 | 0.18 | 0.31 | 0.19 | 0.21 | 0.36 | 0.3 | |
| nnUNet2026.04 | — | — | — | 82.34 | 92.23 | 57.64 | 85.39 | 86.69 | 85.37 | 13.41 | 9.89 | 14.22 | 12.21 | 12.32 | 10.96 | 0.37 | 0.49 | 0.57 | 0.89 | 0.93 | 0.79 | |
| ResUNet++2026.04 | — | — | — | 83.75 | 92.94 | 62.17 | 88.43 | 91.37 | 87.82 | 15.81 | 16.43 | 10.61 | 10.45 | 7.27 | 21.81 | 0.61 | 1.25 | 0.26 | 0.47 | 0.35 | 2.74 |