High-Level Interpretation of Urban Road Maps Fusing Deep Learning-Based Pixelwise Scene Segmentation and Digital Navigation Maps

Table 2

Comparative results of deeper models performance.

Model	F-measure	Training Time	Iterations	Memory
ResNet-50	95.76	2h00	24K	7GB
ResNet-101	95.88	2h30	20K	10GB