Segmentation on ACDC (test)
93.95DiceJ-RAS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| J-RASClass=Left Ventricle2025.10 | 93.95 | — | 1.14 | — | |
| SupervisedLabeled Ratio=100%2024.07 | 91.65 | 84.95 | 1.14 | 0.5 | |
| J-RASClass=Right Ventricle2025.10 | 90.5 | — | 1.27 | — | |
| DiffRectLabeled Ratio=10%2024.07 | 89.27 | 81.13 | 3.85 | 1 | |
| J-RASClass=Myocordium2025.10 | 89 | — | 1.03 | — | |
| MCNetV2Labeled Ratio=10%2024.07 | 88.75 | 80.28 | 6.16 | 1.64 | |
| INCLLabeled Ratio=10%2024.07 | 88.68 | 80.27 | 4.34 | 1.13 | |
| FixMatchLabeled Ratio=10%2024.07 | 87.96 | 79.37 | 5.43 | 1.59 | |
| ICTLabeled Ratio=10%2024.07 | 86.77 | 77.43 | 8.01 | 2.16 | |
| UAMTLabeled Ratio=10%2024.07 | 86.23 | 76.72 | 9.4 | 2.56 | |
| SegFormerClass=Right Ventricle2025.10 | 85.89 | — | 1.82 | — | |
| CPSLabeled Ratio=10%2024.07 | 85.61 | 75.76 | 9.29 | 3 | |
| SegFormerClass=Myocordium2025.10 | 84.84 | — | 1.61 | — | |
| SegFormerClass=Left Ventricle2025.10 | 84.84 | — | 1.32 | — | |
| DiffRectLabeled Ratio=5%2024.07 | 82.46 | 71.76 | 7.18 | 1.94 | |
| INCLLabeled Ratio=5%2024.07 | 80.64 | 70.78 | 5.29 | 1.42 | |
| MCNetV2Labeled Ratio=5%2024.07 | 75.86 | 65.2 | 9.85 | 2.88 | |
| FixMatchLabeled Ratio=5%2024.07 | 74.68 | 64.12 | 11.18 | 2.93 | |
| CPSLabeled Ratio=5%2024.07 | 74.67 | 63.51 | 9.37 | 2.55 | |
| ICTLabeled Ratio=5%2024.07 | 73.1 | 60.69 | 11.92 | 3.7 | |
| DiffRectLabeled Ratio=1%2024.07 | 71.85 | 61.53 | 5.79 | 2.12 | |
| UAMTLabeled Ratio=5%2024.07 | 69.93 | 58.45 | 17.01 | 5.25 | |
| INCLLabeled Ratio=1%2024.07 | 67.01 | 56.22 | 13.43 | 3.35 | |
| FixMatchLabeled Ratio=1%2024.07 | 60.8 | 49.14 | 36.81 | 14.75 | |
| CPSLabeled Ratio=1%2024.07 | 52.28 | 41.68 | 20.38 | 7.35 | |
| MCNetV2Labeled Ratio=1%2024.07 | 49.92 | 39.16 | 24.64 | 8.47 | |
| UAMTLabeled Ratio=1%2024.07 | 43.86 | 33.36 | 38.6 | 18.33 | |
| ICTLabeled Ratio=1%2024.07 | 42.91 | 32.81 | 25.42 | 10.8 |