Scribble-supervised cardiac segmentation on MyoPS
49.6Dice (Scar)FullSup-nnUNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FullSup-nnUNetACDC=false, MSCMR=false2024.06 | 49.6 | 56.3 | 52.9 | 43.86 | 45.14 | 44.5 | |
| ModelMixRatio=false, ACDC=false, MSCMR=true2024.06 | 48.8 | 57.5 | 53.2 | 70.18 | 75.57 | 72.87 | |
| ModelMixRatio=false, ACDC=true, MSCMR=true2024.06 | 47.4 | 54.5 | 50.9 | 41.26 | 46.63 | 43.95 | |
| ModelMixRatio=false, ACDC=true, MSCMR=false2024.06 | 45.5 | 51.8 | 48.7 | 77.52 | 81.85 | 79.69 | |
| FullSup-UNetACDC=false, MSCMR=false2024.06 | 42.3 | 44.5 | 43.4 | 117.61 | 119.13 | 118.37 | |
| nnPURatio=false, ACDC=true, MSCMR=false2024.06 | 29 | 23.6 | 26.3 | 126.51 | 125.05 | 125.78 | |
| CVIRRatio=true, ACDC=false, MSCMR=false2024.06 | 28.8 | 8.5 | 18.6 | 45.01 | 125.27 | 85.14 | |
| PCERatio=false, ACDC=false, MSCMR=false2024.06 | 24.2 | 12.2 | 18.2 | 76.22 | 124.89 | 100.55 |