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Papers Benchmarks Datasets Tasks

HRF dataset and benchmarks · SOTA2 Research

Research Datasets

HRF

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Vessel segmentation

HRF

0.839Dice Score

24

Retinal Vessel Segmentation

HRF (test)

85.98Dice

22

retinal vessel segmentation

HRF

0.831mIoU

17

Fundus Vascular Segmentation

HRF

77.84DSC

11

Fundus Vascular Segmentation

HRF 5-shot (test)

77.84DSC

11

Medical Image Segmentation

HRF relabeled

80.4Vessel Score

9

Vein Segmentation

HRF

88.64AUPR

9

Artery Segmentation

HRF

85.26AUPR

9

Artery/Vein Classification

HRF

96.91Accuracy

9

A/V classification

HRF

97.83Accuracy

8

Retinal vessel segmentation

HRF

85.6Dice

7

BV segmentation

HRF

93.85Sens

7

Artery/Vein Segmentation

Cropped HRF external (test)

0.781Dice (Artery)

4

Popular tasks

Retinal Vessel Segmentation Fundus Vascular Segmentation Medical Image Segmentation Vessel segmentation Artery-vein segmentation

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