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ResearchFormerly WizWand

Volumetric Segmentation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

LUNA16 -> C19-CT (test)

92.6Dice Score

18

Jun 2, 2026

MSD-Lung -> RIDER (test)

42.7Dice Score

12

Jun 2, 2026

FUMPE 100% labels

46.7DSC (%)

12

Jun 2, 2026

SegThor 100% labels

72.8DSC (%)

12

Jun 2, 2026

SegThor 10% labels

65.9DSC

12

Jun 2, 2026

COVID-19-20 100% labels

65.1DSC

12

Jun 2, 2026

COVID-19-20 10% labels

44.3DSC

12

Jun 2, 2026

MSD-Lung 100% labels

70.9DSC (%)

12

Jun 2, 2026

MSD-Lung 10% labels

56.6DSC

12

Jun 2, 2026

LUNA16 1% labels

83.7DSC (%)

12

Jun 2, 2026

CirrMRI600+ Liver Cirrhosis MRI dataset T1W 7

87.59mIoU

7

Jun 29, 2026

CirrMRI600+ T2W

78.24mIoU

7

Jun 29, 2026

Medical Segmentation Decathlon (MSD) (cross-validation)

74.57Brain Tumour Dice

5

May 29, 2026

MM-WHS MR 2017 (test)

86.4LA Dice

4

Jun 12, 2026

MM-WHS CT 2017 (test)

90.2LA Dice

4

Jun 12, 2026