Model Architecture

Dice Loss

Building Precision

Building Recall

IOU

Accuracy

Single

Multi

Single

Multi

Single

Multi

Single

Multi

Single

Multi

UNet

0.165

0.167

0.664

0.681

0.621

0.702

0.629

0.650

0.851

0.852

UNet++

0.163

0.167

0.651

0.695

0.617

0.721

0.625

0.638

0.834

0.856

DeepLabV3

0.165

0.175

0.597

0.673

0.524

0.699

0.636

0.579

0.874

0.851

DeepLabv3+

0.172

0.174

0.601

0.678

0.553

0.679

0.644

0.658

0.820

0.850