Pixel-level Segmentation on Kidney (test)
87.6DiceEndo-SemiS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Endo-SemiSSupervision Paradigm=Cross-supervised, Labeled Data Percentage=10%2025.12 | 87.6 | 91.1 | 96 | |
| Cross TeachingSupervision Paradigm=Cross-supervised, Labeled Data Percentage=10%2025.12 | 85.6 | 87.6 | 96.7 | |
| UniMatchSupervision Paradigm=Semi-supervised (single network), Labeled Data Percentage=10%2025.12 | 85.5 | 89.4 | 95.5 | |
| Upper bound nnU-NetSupervision Paradigm=Supervised, Labeled Data Percentage=100%2025.12 | 85.5 | 89.3 | 96 | |
| Upper bound U-NetSupervision Paradigm=Supervised, Labeled Data Percentage=100%2025.12 | 85.3 | 89 | 96.5 | |
| CPSSupervision Paradigm=Cross-supervised, Labeled Data Percentage=10%2025.12 | 85.2 | 88.8 | 95.8 | |
| Mean TeacherSupervision Paradigm=Semi-supervised (single network), Labeled Data Percentage=10%2025.12 | 82.2 | 84.1 | 96.6 | |
| FixMatchSupervision Paradigm=Semi-supervised (single network), Labeled Data Percentage=10%2025.12 | 81.9 | 89.8 | 94.3 | |
| UPRCSupervision Paradigm=Semi-supervised (single network), Labeled Data Percentage=10%2025.12 | 80.7 | 84 | 96.4 | |
| U-NetSupervision Paradigm=Supervised, Labeled Data Percentage=10%2025.12 | 80.5 | 88.6 | 95.4 | |
| nnU-NetSupervision Paradigm=Supervised, Labeled Data Percentage=10%2025.12 | 79.5 | 85.9 | 95.5 | |
| GenericSupervision Paradigm=Semi-supervised (single network), Labeled Data Percentage=10%2025.12 | 78.5 | 86.1 | 92.3 | |
| AllSparkSupervision Paradigm=Semi-supervised (single network), Labeled Data Percentage=10%2025.12 | 77 | 88 | 89.3 |