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Papers Benchmarks Datasets Tasks

VALDO dataset and benchmarks · SOTA2 Research

Research Datasets

VALDO

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Patient-level burden regression

VALDO

1.1MAE

11

Lesion-level Cerebral Microbleed Detection

VALDO (n=72)

75.3Recall

11

Lacune Detection

VALDO

66.2Recall

6

Lacune Segmentation

VALDO

42.4DSC (%)

6

VALDO

58.4Recall

6

EPVS Segmentation

VALDO

42.8DSC

6

Brain MR Image Synthesis

VALDO (test)

28.11PSNR

5

Popular tasks

EPVS Segmentation EPVS Detection Lacune Segmentation Lacune Detection Brain MR Image Synthesis

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