IoU

Dice

方法

BUSI (良性)

BUSI (恶性)

BUS (恶性)

BUSI (良性)

BUSI (恶性)

BUS (恶性)

U-Net

0.6637

0.5690

0.6445

0.6962

0.6793

0.6824

U-Net++

0.6773

0.5922

0.6839

0.7148

0.6619

0.7130

Attention U-Net

0.6335

0.5467

0.6473

0.6919

0.6498

0.6756

TransUNet

0.6841

0.5817

0.5887

0.7358

0.6697

0.6173

CENet

0.6898

0.6023

0.6801

0.7314

0.6797

0.7147

Ours

0.7156

0.6355

0.7130

0.7533

0.7207

0.7526