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Papers Benchmarks Datasets Tasks

MSLesSeg dataset and benchmarks · SOTA2 Research

Research Datasets

MSLesSeg

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

MS Lesion Segmentation

MSLesSeg

72Dice

20

Medical Image Segmentation

MSLesSeg

71Dice Score

16

Lesion Segmentation

MSLesSeg real MRI (test)

68.5Dice

9

3D FLAIR MRI Synthesis

MSLesSeg Lesion Region (test)

0.048MSE

4

3D FLAIR MRI Synthesis

MSLesSeg Whole Region (test)

0.059MSE

4

Volumetric Medical Image Segmentation

MSLesSeg (test)

70.63Dice

4

Small-lesion segmentation

MSLesSeg (5-fold cross-validation)

0.783Dice Coefficient

4

MS Lesion Segmentation

MSLESSEG (test)

61Voxel-wise DSC

3

Popular tasks

MS lesion segmentation 3D FLAIR MRI Synthesis Medical Image Segmentation Lesion Segmentation Small-lesion segmentation

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