Automatic Building Extraction on Satellite Images Using Unet and ResNet50

Table 5

Comparison with state-of-the-art models on Massachusetts building datasets [44].

Model	OA	IoU	F1
FCN	93.37	69.47	81.98
SegNet	93.84	72.1	93.78
U-net	93.63	69.97	82.14
Deeplab v3	93.01	68.55	81.34
ENRU-Net without APNB	94.12	72.77	84.24
ENRU-Net	94.18	73.02	84.41