Before revision:  Compared to the indoor navigation task that has been broadly studied, navigation in real-life outdoor environments remains a significant challenge with its complicated visual inputs and an insufficient amount of instructions that illustrate the intricate urban scenes .
After revision:  Compared to the indoor navigation task that has been broadly studied, navigation in real-life urban environment. Due to the lack of human-annotated instructions that illustrate the intricate urban scenes .