U-Net

KiU-Net

Number of 2D images/3D scans in dataset

Brain Anatomy Segmentation (US) (2D)

0.853

0.894

1629

Gland Segmentation (Microscopic) (2D)

0.797

0.832

165

Retinal Nerve Segmentation (Fundus) (2D)

0.552

0.751

40

Brain Tumor Segmentation MRI (3D)

0.808

0.876

335 (155 slices in each scan)

Liver segmentation CT (3D)

0.844

0.942

200