Brain Tumor Segmentation on BraTS T2–T1CE (1%, 5%, 10% labeled data)
72.03DSCMEM-CIF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MEM-CIFInference modality=T2–T1CE, Labeled data percentage=10%2025.12 | 72.03 | 72.82 | |
| SPCTInference modality=T2–T1CE, Labeled data percentage=10%2025.12 | 71.91 | 66.14 | |
| UMCTInference modality=T2–T1CE, Labeled data percentage=10%2025.12 | 71.87 | 65.9 | |
| UAMTInference modality=T2–T1CE, Labeled data percentage=10%2025.12 | 70.69 | 68.73 | |
| Mean TeacherInference modality=T2–T1CE, Labeled data percentage=10%2025.12 | 69.46 | 64.12 | |
| DAFNetInference modality=T2–T1CE, Labeled data percentage=10%2025.12 | 68.3 | 62 | |
| SASSInference modality=T2–T1CE, Labeled data percentage=10%2025.12 | 68.14 | 62.93 | |
| DTMLInference modality=T2–T1CE, Labeled data percentage=10%2025.12 | 67.77 | 63.46 | |
| CMLInference modality=T1CE, Labeled data percentage=10%2025.12 | 66.56 | 69.17 | |
| DTCInference modality=T2–T1CE, Labeled data percentage=10%2025.12 | 66.07 | 60.34 | |
| SPCTInference modality=T2–T1CE, Labeled data percentage=5%2025.12 | 64.78 | 58.94 | |
| UAMTInference modality=T2–T1CE, Labeled data percentage=5%2025.12 | 64.45 | 61.81 | |
| UMCTInference modality=T2–T1CE, Labeled data percentage=5%2025.12 | 64.4 | 60.18 | |
| MEM-CIFInference modality=T2–T1CE, Labeled data percentage=5%2025.12 | 63.59 | 69.29 | |
| Mean TeacherInference modality=T2–T1CE, Labeled data percentage=5%2025.12 | 62.69 | 59.15 | |
| SASSInference modality=T2–T1CE, Labeled data percentage=5%2025.12 | 61.87 | 57.08 | |
| CMLInference modality=T1CE, Labeled data percentage=5%2025.12 | 61.21 | 64.03 | |
| DAFNetInference modality=T2–T1CE, Labeled data percentage=5%2025.12 | 61.2 | 51.2 | |
| DTCInference modality=T2–T1CE, Labeled data percentage=5%2025.12 | 60.71 | 55.5 | |
| DTMLInference modality=T2–T1CE, Labeled data percentage=5%2025.12 | 60.33 | 54.82 | |
| DAFNetInference modality=T1CE, Labeled data percentage=10%2025.12 | 53.9 | 43.3 | |
| MEM-CIFInference modality=T2–T1CE, Labeled data percentage=1%2025.12 | 49.89 | 51 | |
| DAFNetInference modality=T1CE, Labeled data percentage=5%2025.12 | 49.8 | 38.1 | |
| DAFNetInference modality=T2–T1CE, Labeled data percentage=1%2025.12 | 49.6 | 47.9 | |
| SPCTInference modality=T2–T1CE, Labeled data percentage=1%2025.12 | 48.17 | 42.57 | |
| UMCTInference modality=T2–T1CE, Labeled data percentage=1%2025.12 | 46.29 | 44.85 | |
| UAMTInference modality=T2–T1CE, Labeled data percentage=1%2025.12 | 46.01 | 43.68 | |
| Mean TeacherInference modality=T2–T1CE, Labeled data percentage=1%2025.12 | 45.79 | 42.26 | |
| DTMLInference modality=T2–T1CE, Labeled data percentage=1%2025.12 | 44.55 | 41.73 | |
| DTCInference modality=T2–T1CE, Labeled data percentage=1%2025.12 | 43.78 | 42.96 | |
| CMLInference modality=T1CE, Labeled data percentage=1%2025.12 | 43.16 | 47.18 | |
| SASSInference modality=T2–T1CE, Labeled data percentage=1%2025.12 | 41.19 | 37.33 | |
| DAFNetInference modality=T1CE, Labeled data percentage=1%2025.12 | 39.4 | 37.7 | |
| UMCTInference modality=T1CE, Labeled data percentage=10%2025.12 | 16.36 | 42.84 | |
| SPCTInference modality=T1CE, Labeled data percentage=10%2025.12 | 13.07 | 41.54 | |
| Mean TeacherInference modality=T1CE, Labeled data percentage=1%2025.12 | 12.65 | 35.26 | |
| SPCTInference modality=T1CE, Labeled data percentage=1%2025.12 | 12.19 | 36.12 | |
| SPCTInference modality=T1CE, Labeled data percentage=5%2025.12 | 12.13 | 35.87 | |
| UAMTInference modality=T1CE, Labeled data percentage=1%2025.12 | 12.09 | 38.81 | |
| SASSInference modality=T1CE, Labeled data percentage=1%2025.12 | 11.75 | 31.4 | |
| DTCInference modality=T1CE, Labeled data percentage=10%2025.12 | 11.59 | 40.14 | |
| SASSInference modality=T1CE, Labeled data percentage=10%2025.12 | 11.35 | 11.35 | |
| UMCTInference modality=T1CE, Labeled data percentage=5%2025.12 | 11.22 | 40.67 | |
| UAMTInference modality=T1CE, Labeled data percentage=10%2025.12 | 10.66 | 47.93 | |
| SASSInference modality=T1CE, Labeled data percentage=5%2025.12 | 10.59 | 29.51 | |
| DTCInference modality=T1CE, Labeled data percentage=1%2025.12 | 10.49 | 40.36 | |
| DTCInference modality=T1CE, Labeled data percentage=5%2025.12 | 10.36 | 35.18 | |
| DTMLInference modality=T1CE, Labeled data percentage=10%2025.12 | 9.43 | 43.41 | |
| Mean TeacherInference modality=T1CE, Labeled data percentage=10%2025.12 | 9.09 | 39.72 | |
| Mean TeacherInference modality=T1CE, Labeled data percentage=5%2025.12 | 8.95 | 45.02 | |
| DTMLInference modality=T1CE, Labeled data percentage=5%2025.12 | 8.6 | 31.37 | |
| UAMTInference modality=T1CE, Labeled data percentage=5%2025.12 | 8.34 | 41.29 | |
| UMCTInference modality=T1CE, Labeled data percentage=1%2025.12 | 6.43 | 43.82 | |
| DTMLInference modality=T1CE, Labeled data percentage=1%2025.12 | 6.28 | 38.4 |