Model Architecture

Dice Loss

Building Precision

Building Recall

IOU

Accuracy

Single

Multi

Single

Multi

Single

Multi

Single

Multi

Single

Multi

UNet

0.107

0.109

0.756

0.734

0.698

0.767

0.846

0.835

0.944

0.946

UNet++

0.104

0.09

0.771

0.746

0.683

0.759

0.832

0.813

0.937

0.942

DeepLabV3

0.098

0.095

0.795

0.822

0.620

0.678

0.814

0.810

0.932

0.939

DeepLabV3+

0.086

0.106

0.776

0.758

0.626

0.694

0.825

0.808

0.940

0.942