Regular Cardiac Structure Segmentation on MSCMRseg LGE CMR
94Dice (LV)FullSup-nnUNet
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FullSup-nnUNetsupervision=full2026.05 | 94 | 88 | 90.2 | 90.7 | 9.1 | 10.57 | 11.36 | 10.34 | |
| HELPNet2026.05 | 93.2 | 86.1 | 89.6 | 89.6 | — | — | — | — | |
| ZScribbleSeg2026.05 | 92.2 | 83.4 | 85.4 | 87 | 12.1 | 16.52 | 51.03 | 26.55 | |
| GatedCRF2026.05 | 91.7 | 82.5 | 84.8 | 86.3 | 25.72 | 37.92 | 32.83 | 32.16 | |
| FullSupUNetsupervision=full2026.05 | 90.9 | 82.1 | 82.6 | 85.2 | 10.02 | 11.89 | 56.91 | 26.27 | |
| WSL42026.05 | 90.2 | 81.5 | 82.8 | 84.8 | 55.95 | 42.07 | 32.08 | 43.37 | |
| TIP252026.05 | 90.1 | 82.3 | 87.3 | 86.6 | 23.33 | 25.42 | 30.6 | 26.45 | |
| ScribFormer2026.05 | 89.6 | 80.7 | 81.3 | 83.9 | — | — | — | — | |
| ShapePU2026.05 | 88 | 78.5 | 83.3 | 83.3 | 178.02 | 178.05 | 189.35 | 181.81 | |
| CycleMix2026.05 | 74.8 | 73 | 83.5 | 77.1 | 224.59 | 28.26 | 73.36 | 108.74 | |
| PCE2026.05 | 51.4 | 58.2 | 5.8 | 38.5 | 259.4 | 228.1 | 257.4 | 248.3 | |
| nnPU2026.05 | 34.1 | 53.8 | 43.2 | 43.7 | 259.4 | 201.6 | 199.7 | 220.2 | |
| CVIR2026.05 | 33.1 | 37.1 | 40.4 | 36.8 | 259.2 | 243 | 180.9 | 227.7 |