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ResearchFormerly WizWand

Abdomen CT

Benchmarks

TaskDatasetSOTA resultTrendResults

Image Registration

Abdomen CT (inter-subject)

7,453Dice Coefficient

15

Medical Image Registration

Abdomen CT Learn2Reg

55.32DSC (13 structures)

13

3D Abdominal Organ Segmentation

Abdomen CT

87.18Dice Score

13

Few-Shot 3D Volumetric Segmentation

Abdomen-CT Setting 2

85.73Dice (LK)

13

Inter-subject Registration

Abdomen CT Learn2Reg 2020 (test)

0.568Dice

12

Abdomen CT (test)

28.5AUPRC

10

Bag-level whole-scan classification

Abdomen CT (test)

0.776AUROC

9

Whole-scan classification

Abdomen CT (test)

25.2AUPRC

9

Few-Shot 3D Volumetric Segmentation

Abdomen-CT Setting 1

87.22Dice (LK)

9

Medical Image Registration

Abdomen CT inter- and intra-subject

51.17DSC 13

8

3D Segmentation

Abdomen CT 3D

87.19DSC

7

Inter-subject Image Registration

Abdomen CT 9 organs

55.6DSC

7