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ResearchFormerly WizWand

Brain Tumor Segmentation on BraTS T1–FLAIR (train)

79.7DSCOurs
16.904833.207449.5165.8126Dec 10, 2025
Updated 8mo ago

Evaluation results

MethodLinks
OursInference modality=T1–FLAIR, % labeled data=10%2025.1279.785.79
OursInference modality=T1–FLAIR, % labeled data=5%2025.1277.2882.14
OursInference modality=T1–FLAIR, % labeled data=1%2025.1272.3266.99
CMLInference modality=FLAIR, % labeled data=10%2025.1253.0260.79
DAFNetInference modality=T1–FLAIR, % labeled data=10%2025.1252.658.8
SPCTInference modality=T1–FLAIR, % labeled data=10%2025.1251.3153.55
UAMTInference modality=T1–FLAIR, % labeled data=10%2025.1251.2958.91
DTMLInference modality=T1–FLAIR, % labeled data=10%2025.1250.851.49
DAFNetInference modality=T1–FLAIR, % labeled data=5%2025.1250.553
UMCTInference modality=T1–FLAIR, % labeled data=10%2025.1250.452.3
DTCInference modality=T1–FLAIR, % labeled data=10%2025.1250.1651.74
SASSInference modality=T1–FLAIR, % labeled data=10%2025.1249.3952.16
Mean TeacherInference modality=T1–FLAIR, % labeled data=10%2025.1249.1250.73
CMLInference modality=FLAIR, % labeled data=5%2025.1248.5458.58
SPCTInference modality=T1–FLAIR, % labeled data=5%2025.1246.3848.6
UAMTInference modality=T1–FLAIR, % labeled data=5%2025.1246.1557.33
DAFNetInference modality=FLAIR, % labeled data=10%, variant=row 22025.1245.456.6
UMCTInference modality=T1–FLAIR, % labeled data=5%2025.1245.2556.02
Mean TeacherInference modality=T1–FLAIR, % labeled data=5%2025.1244.3345.82
CMLInference modality=FLAIR, % labeled data=1%2025.1243.3748.33
DTCInference modality=T1–FLAIR, % labeled data=5%2025.1243.1945.15
DTMLInference modality=T1–FLAIR, % labeled data=5%2025.1243.0646.02
SASSInference modality=T1–FLAIR, % labeled data=5%2025.1242.3244.16
DAFNetInference modality=T1–FLAIR, % labeled data=1%2025.124159
UMCTInference modality=T1–FLAIR, % labeled data=1%2025.1240.5442.43
UAMTInference modality=FLAIR, % labeled data=10%2025.1240.4748.95
SPCTInference modality=T1–FLAIR, % labeled data=1%2025.1240.0242.2
UAMTInference modality=T1–FLAIR, % labeled data=1%2025.1239.5641.95
Mean TeacherInference modality=T1–FLAIR, % labeled data=1%2025.1239.2941.32
DTMLInference modality=T1–FLAIR, % labeled data=1%2025.1239.2639.62
SASSInference modality=T1–FLAIR, % labeled data=1%2025.1238.6840.81
DAFNetInference modality=FLAIR, % labeled data=5%, variant=row 22025.1237.247.1
DTCInference modality=T1–FLAIR, % labeled data=1%2025.1237.1238.25
DAFNetInference modality=FLAIR, % labeled data=1%, variant=row 22025.1234.649.6
UMCTInference modality=FLAIR, % labeled data=1%2025.1233.7233.65
DAFNetInference modality=FLAIR, % labeled data=1%, variant=row 32025.1231.7345.65
UMCTInference modality=FLAIR, % labeled data=10%2025.1230.8930.83
UAMTInference modality=FLAIR, % labeled data=5%2025.1230.4830.87
DTCInference modality=FLAIR, % labeled data=10%2025.1230.2333.8
Mean TeacherInference modality=FLAIR, % labeled data=10%2025.1229.4631.42
SPCTInference modality=FLAIR, % labeled data=10%2025.1229.3436.84
DTMLInference modality=FLAIR, % labeled data=10%2025.1228.0932.96
SASSInference modality=FLAIR, % labeled data=1%2025.1227.4423.87
SASSInference modality=FLAIR, % labeled data=10%2025.1226.6742.87
UMCTInference modality=FLAIR, % labeled data=5%2025.1226.126.62
UAMTInference modality=FLAIR, % labeled data=1%2025.1226.0122.75
SPCTInference modality=FLAIR, % labeled data=1%2025.1225.9523.57
DAFNetInference modality=FLAIR, % labeled data=10%, variant=row 32025.1225.7525.44
DTMLInference modality=FLAIR, % labeled data=5%2025.1224.6624.65
DTMLInference modality=FLAIR, % labeled data=1%2025.1224.5922.09
SPCTInference modality=FLAIR, % labeled data=5%2025.1224.4423.93
Mean TeacherInference modality=FLAIR, % labeled data=1%2025.1224.0721.66
DTCInference modality=FLAIR, % labeled data=5%2025.1222.4826.71
DAFNetInference modality=FLAIR, % labeled data=5%, variant=row 32025.1222.0719.68
Mean TeacherInference modality=FLAIR, % labeled data=5%2025.1221.7820.71
DTCInference modality=FLAIR, % labeled data=1%2025.1220.4218.27
SASSInference modality=FLAIR, % labeled data=5%2025.1219.3224.07