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Papers Benchmarks Datasets Tasks

WMH dataset and benchmarks · SOTA2 Research

Research Datasets

WMH

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Interactive Image Segmentation

WMH Flair

78.9Dice Score

18

Unsupervised Brain MRI Anomaly Detection

WMH

17.09Dice Score

14

Brain Lesion Detection

WMH T1

15.7DICE

12

Medical Image Segmentation

WMH

78.99Dice (WMH)

6

Anomaly Segmentation

WMH (test)

0.429Dice Score

6

WMH

84AUROC

5

White-Matter Lesion Segmentation

WMH seen (test)

77.3DSC

5

Medical Image Segmentation

WMH_T1

81Dice Score

4

Medical Image Segmentation

WMH FLAIR

90Dice Score

4

MRI Translation (T1 to FLAIR)

WMH

28.38PSNR

4

MRI Translation (FLAIR to T1)

WMH

29.16PSNR

4

Cerebral Lesion Segmentation

WMH

77.11Dice

3

Popular tasks

Medical Image Segmentation Anomaly Segmentation Localization Interactive Image Segmentation Unsupervised Brain MRI Anomaly Detection

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