Medical Image Segmentation on ACDC
89.9DSCUniMatch
Evaluation Results
| Method | Links | |
|---|---|---|
| UniMatchLabeled cases=72022.08 | 89.9 | |
| UniMatchLabeled cases=32022.08 | 88.9 | |
| IACSearch Stage=Stage III2024.05 | 87 | |
| CNN & TransLabeled cases=72022.08 | 86.4 | |
| UniMatchLabeled cases=12022.08 | 85.4 | |
| U-Net++2024.05 | 84 | |
| CPSLabeled cases=72022.08 | 83.3 | |
| Baseline (U-Net)2024.05 | 83 | |
| UA-MTLabeled cases=72022.08 | 81.5 | |
| VL-DUN2026.01 | 75.63 | |
| C2PModality=MRI, Reference Protocol=Zero-Ref, Zero-shot=true2026.03 | 71.87 | |
| CNN & TransLabeled cases=32022.08 | 65.6 | |
| DenoiSeg2026.01 | 64.23 | |
| SpiderModality=MRI, Reference Protocol=64-Ref, Zero-shot=true2026.03 | 63.26 | |
| SupBaselineLabeled cases=72022.08 | 62.5 | |
| EM-DenoiSeg2026.01 | 62.15 | |
| UA-MTLabeled cases=32022.08 | 61 | |
| CPSLabeled cases=32022.08 | 60.3 | |
| SR-ICLModality=MRI, Reference Protocol=Self-Ref, Zero-shot=true2026.03 | 59.95 | |
| SupBaselineLabeled cases=32022.08 | 41.5 | |
| nnUNetV2Modality=MRI, Reference Protocol=Zero-Ref, Zero-shot=true2026.03 | 29.17 | |
| SupBaselineLabeled cases=12022.08 | 28.5 |