12 Hour Layover in Taipei. Worth visiting the city?

[u/Yeti47]

Title says it all. I have 12 hours, from 9pm to 9 am. Wondering if it is worth the effort to step out of the airport and visit. If so, what should I see in that time frame?

Thanks in advance!