Model Architecture

Dice Loss

Building Precision

Building Recall

IOU

Accuracy

Single

Multi

Single

Multi

Single

Multi

Single

Multi

Single

Multi

UNet

0.184

0.287

0.721

0.704

0.552

0.629

0.697

0.575

0.950

0.953

UNet++

0.173

0.222

0.712

0.721

0.569

0.675

0.712

0.649

0.948

0.961

DeepLabV3

0.190

0.230

0.757

0.735

0.528

0.654

0.677

0.637

0.947

0.960

DeepLabv3+

0.178

0.239

0.671

0.674

0.469

0.671

0.694

0.613

0.944

0.954